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Start Date | End Date | Response Type | IP Address | Progress | Duration (in seconds) | Finished | Recorded Date | Response ID | Recipient Last Name | Recipient First Name | Recipient Email | External Data Reference | Location Latitude | Location Longitude | Distribution Channel | User Language | Please enter your first name (e.g. alice). This is how we'll identify your responses. | Calibration Example 1 of 3shy ↔ boldScenario:You are at a public event where a photographer is taking candid shots of the crowd. The photographer points their camera in your direction and smiles, indicating they are about to take a picture. What do you do?Response:Um... I, uh, don't really like being in the picture... | Calibration Example 2 of 3shy ↔ boldScenario:You are at a public event where a photographer is taking candid shots of the crowd. The photographer points their camera in your direction and smiles, indicating they are about to take a picture. What do you do?Response:Well, here I am, the suave, sharp, and daring Sterl... | Calibration Example 3 of 3shy ↔ boldScenario:You are at a public event where a photographer is taking candid shots of the crowd. The photographer points their camera in your direction and smiles, indicating they are about to take a picture. What do you do?Response:Oh, uh, hi there! Um, yeah, sure, go right ahead. I... | scheduled ↔ spontaneousScenario:You are driving home from work and see a detour sign for road construction on your usual route. There's an alternate route you know, but it's slightly longer. What do you do?Response:I take a deep breath and mentally prepare myself as I slow down to read the detour signs. It seems th... | scheduled ↔ spontaneousScenario:You are walking through a park and notice a small, independent art fair setting up. You hadn't known about it beforehand and have no other plans for the next hour. What do you do?Response:Alright, well, I've been walking around aimlessly because life is a big adventure and you never ... | scheduled ↔ spontaneousScenario:You are cooking dinner and realize you are missing a key ingredient. The recipe is for a dish you've never made before, and the store is a ten-minute walk away. What do you do?Response:Ah, what's the emergency? It's just a little dash to the store… and honestly, I haven't cooked much... | scheduled ↔ spontaneousScenario:You are at a bookstore browsing the new releases. You see a book by an author you enjoy, but it's not one you had planned to buy today. What do you do?Response:I walk over to the counter and drop the book on the pile, but then I gotta think real hard before I buy it. You see, I ain't... | scheduled ↔ spontaneousScenario:You receive an email from a friend inviting you to a last-minute concert tonight. You had planned to spend the evening at home catching up on a new TV series. What do you do?Response:Oh my gosh, I should totally go to the concert! But planning to catch up on the latest episode of tha... | scheduled ↔ spontaneousScenario:You are packing for a weekend trip to a city you've never visited. You have a general idea of what you want to do, but haven't looked up specific times or locations for anything. What do you do?Response:Alright, let's pack for this trip to a new city! First, I’ll get my coolest and m... | scheduled ↔ spontaneousScenario:You are at a new coffee shop and see a sign for a loyalty program. It offers a free drink after ten purchases. You are about to order your usual coffee. What do you do?Response:I'll start my usual coffee and take a moment to remember that with each sip, a step on my journey toward a ... | scheduled ↔ spontaneousScenario:You are meeting a friend for lunch at a restaurant you both like. They text you an hour before, suggesting a different, new restaurant they just heard about. What do you do?Response:Okay, so my friend texts me an hour before our lunch meeting to suggest a new place they heard about. ... | scheduled ↔ spontaneousScenario:You are cooking dinner and realize you are missing a key ingredient. The recipe is for a dish you've never made before, and the store is a ten-minute walk away. What do you do?Response:Well, I suppose I'll have to head out for that missing ingredient. The recipe is new to me, but the... | scheduled ↔ spontaneousScenario:You are driving home from work and see a detour sign for road construction on your usual route. There's an alternate route you know, but it's slightly longer. What do you do?Response:Alright, usually I'd just stick to my routine and probably get frustrated with the detour, but I know... | transparent ↔ machiavellianScenario:You are a financial advisor. You've identified two investment options for a client with similar risk profiles and projected returns. One option generates a slightly higher commission for you, while the other is marginally simpler for the client to understand. What do you do?Respo... | transparent ↔ machiavellianScenario:You are a software developer. You've found a clever workaround for a complex coding problem that significantly speeds up development. However, this workaround makes the code slightly less elegant and harder for future developers to understand without extensive documentation. What... | transparent ↔ machiavellianScenario:You are a manager overseeing a new hire's training. The new hire made a small, easily correctable mistake on a report that will be seen by upper management. You could quickly fix it yourself before submission, or you could point it out to them. What do you do?Response:I would opt... | transparent ↔ machiavellianScenario:You are a chef in a popular restaurant. A new dish you created is a huge hit, but you've been secretly using a slightly cheaper, readily available ingredient in place of a more expensive, harder-to-source one that was in the original recipe. The taste difference is imperceptible ... | transparent ↔ machiavellianScenario:You are a consultant for a small business. You've developed a new marketing strategy that has shown promising early results. You also know of a slightly different, more complex strategy that might yield marginally better long-term gains but would require significantly more effort... | transparent ↔ machiavellianScenario:You are a chef in a popular restaurant. A new dish you created is a huge hit, but you've been secretly using a slightly cheaper, readily available ingredient in place of a more expensive, harder-to-source one that was in the original recipe. The taste difference is imperceptible ... | transparent ↔ machiavellianScenario:You are a product designer. You've developed a new feature that is technically impressive but adds a small, almost unnoticeable amount of complexity to the user interface. Removing it would simplify the design but make the product slightly less unique. What do you do?Response:I w... | transparent ↔ machiavellianScenario:You are a university professor. A student who is struggling in your class asks for a letter of recommendation for a competitive internship. You know the student is a hard worker but their academic performance in your course is mediocre, and a truly glowing letter would be a stret... | transparent ↔ machiavellianScenario:You are a real estate agent showing a property. The seller mentioned a small, unnoticeable crack in the foundation that was professionally repaired years ago and poses no current structural risk. The buyer seems very interested and hasn't asked about the foundation. What do you d... | transparent ↔ machiavellianScenario:You are a product designer. You've developed a new feature that is technically impressive but adds a small, almost unnoticeable amount of complexity to the user interface. Removing it would simplify the design but make the product slightly less unique. What do you do?Response:Wel... | secretive ↔ open-bookScenario:You are at a social event, and someone you've just met asks about your weekend. You spent it doing something that is very important to you, but not something you usually discuss with strangers. What do you do?Response:I suppose it serves me right to be talking too much, doesn't it? The... | secretive ↔ open-bookScenario:You are at a community event, and someone asks what you are most looking forward to in the coming year. You have a personal goal that you've been working towards, but haven't shared with many people. What do you do?Response:Well, let's see... they're asking about what I'm looking forwa... | secretive ↔ open-bookScenario:You are catching up with an old acquaintance you haven't seen in years. They ask you what you've been up to since you last met. You've recently made a significant life change that you haven't widely announced. What do you do?Response:Hello, [Old Acquaintance's Name]. It's been too long... | secretive ↔ open-bookScenario:You are at a small dinner party with a few friends. Someone asks you about your plans for the upcoming long weekend. You have a trip planned, but it's to a destination that might surprise some of the people at the table. What do you do?Response:Well, folks, I do have a little something... | secretive ↔ open-bookScenario:You are at a small dinner party with a few friends. Someone asks you about your plans for the upcoming long weekend. You have a trip planned, but it's to a destination that might surprise some of the people at the table. What do you do?Response:Well, hello everyone! You know how I am—o... | secretive ↔ open-bookScenario:You are at a family gathering, and a relative asks about your recent job search. You've had a few interviews and received one offer. The offer is for a role that is a bit unconventional. What do you do?Response:Well, you know what they say, sometimes the journey is more exciting than t... | secretive ↔ open-bookScenario:You are having lunch with a group of coworkers. The conversation turns to everyone's favorite books. You recently finished reading a book that deeply impacted you, but it's not a typical choice for your group. What do you do?Response:Well, let's see. So, here I am, sitting in the corne... | secretive ↔ open-bookScenario:You are at a social event, and someone you've just met asks about your weekend. You spent it doing something that is very important to you, but not something you usually discuss with strangers. What do you do?Response:Alright, let's keep it casual then. Something interesting happened t... | secretive ↔ open-bookScenario:You are in a casual conversation with a new neighbor. They ask how you typically spend your evenings. You have a unique hobby that takes up most of your free time. What do you do?Response:Ah, most evenings are spent on my clockwork hobby, you could say. There's a certain tranquility in... | secretive ↔ open-bookScenario:You are in a casual conversation with a new neighbor. They ask how you typically spend your evenings. You have a unique hobby that takes up most of your free time. What do you do?Response:Ah, well, I spend quite a bit of time reel-fishing. It's a pastime that gives me a sense of peace,... | studious ↔ goof-offScenario:You are working on a complex coding assignment for a class. Your phone buzzes with a notification from a popular social media app showing a live stream from your favorite band's concert. The concert is happening right now. What do you do?Response:I scrutinize the notification, weighing t... | studious ↔ goof-offScenario:You are preparing notes for a presentation you have to give next week. Your phone rings; it's a friend inviting you to a last-minute gathering at a new restaurant. They say everyone is going and it will be a great time. What do you do?Response:I'll need to let my knowledge and experience... | studious ↔ goof-offScenario:You are in a cafe working on a project. A friend texts you a link to a new viral video, saying it's hilarious and you have to watch it right now. You see a notification that your project's deadline has been moved up by two hours. What do you do?Response:Ah, the joys of multitasking at th... | studious ↔ goof-offScenario:You are in your dorm room, outlining an essay for a history class. Your friends from down the hall call out, asking if you want to join them for an impromptu movie marathon in the common room. They are about to start the first film. What do you do?Response:Oh, man, I haven't seen these g... | studious ↔ goof-offScenario:You are in the library, researching for a paper due next week. You overhear a group of friends planning a board game night for later that evening. They notice you and invite you to join them. What do you do?Response:Ah, whoa there, guys. What's up? I was just sittin' here workin' on my p... | studious ↔ goof-offScenario:You are at home on a Saturday afternoon. You have a textbook open to a chapter you need to read for an upcoming exam. Your roommate bursts in, excited about a spontaneous trip to a nearby amusement park and asks if you want to come. What do you do?Response:Well, uh, hello there, Dwight! ... | studious ↔ goof-offScenario:You are in the library, researching for a paper due next week. You overhear a group of friends planning a board game night for later that evening. They notice you and invite you to join them. What do you do?Response:Ah, hey guys, how's it going? I can't believe it’s board game night alre... | studious ↔ goof-offScenario:You are at your desk, trying to understand a difficult concept for a physics problem set. You receive an email from a local comedy club offering free tickets to tonight's show. The show starts in an hour. What do you do?Response:Well, I just got an email from the local comedy club offeri... | studious ↔ goof-offScenario:You are in your dorm room, outlining an essay for a history class. Your friends from down the hall call out, asking if you want to join them for an impromptu movie marathon in the common room. They are about to start the first film. What do you do?Response:Hmm, it's been a long day in th... | studious ↔ goof-offScenario:You are working on a complex coding assignment for a class. Your phone buzzes with a notification from a popular social media app showing a live stream from your favorite band's concert. The concert is happening right now. What do you do?Response:I pause the coding assignment to quickly ... | mathematical ↔ literaryScenario:You are designing a new menu for a small, independent restaurant. The chef has provided you with a list of dishes they can prepare, ranging from classic comfort food to more experimental cuisine. You need to decide on the final menu structure and presentation. What do you do?Response... | mathematical ↔ literaryScenario:You are tasked with creating a new playlist for a coffee shop. The owner wants a mix of music that will appeal to a wide range of customers throughout the day. You have access to a vast library of songs from different genres and eras. What do you do?Response:I would start by consider... | mathematical ↔ literaryScenario:You are helping a small business owner design their new storefront window display. They have a variety of products, from handcrafted jewelry to imported textiles. You have a large, empty window space to fill. What do you do?Response:Well, since the business is so eclectic, it's impor... | mathematical ↔ literaryScenario:You are helping a local historical society organize an exhibit about the town's founding. They have a collection of artifacts, documents, and photographs from the early settlers. You need to decide how to arrange these items in the display cases. What do you do?Response:As Marianne D... | mathematical ↔ literaryScenario:You are helping a small business owner design their new storefront window display. They have a variety of products, from handcrafted jewelry to imported textiles. You have a large, empty window space to fill. What do you do?Response:With a large, empty window space to fill, it would ... | mathematical ↔ literaryScenario:You are designing a new menu for a small, independent restaurant. The chef has provided you with a list of dishes they can prepare, ranging from classic comfort food to more experimental cuisine. You need to decide on the final menu structure and presentation. What do you do?Response... | mathematical ↔ literaryScenario:You are helping a friend move into a new apartment. They ask you to arrange their bookshelf, which is currently a disorganized pile of books on the floor. There are hundreds of books of varying sizes and subjects. What do you do?Response:Of course, Leonard. I'll make sure your new bo... | mathematical ↔ literaryScenario:You are helping a friend organize their extensive collection of vintage postcards. They have hundreds of cards from different countries and time periods, all currently in a single box. They ask you to sort them in a meaningful way. What do you do?Response:Well, organizing this collec... | mathematical ↔ literaryScenario:You are designing a new menu for a small, independent restaurant. The chef has provided you with a list of dishes they can prepare, ranging from classic comfort food to more experimental cuisine. You need to decide on the final menu structure and presentation. What do you do?Response... | mathematical ↔ literaryScenario:You are helping a friend move into a new apartment. They ask you to arrange their bookshelf, which is currently a disorganized pile of books on the floor. There are hundreds of books of varying sizes and subjects. What do you do?Response:I would begin by sorting the books into severa... | modest ↔ flamboyantScenario:You've been working on a new skill, and a mentor observes your progress. They are very impressed and suggest you demonstrate your abilities at an upcoming public showcase, offering you a prominent spot. What do you do?Response:Well, m'dames and m'sirs, I appreciate the mentor's encourage... | modest ↔ flamboyantScenario:Your team has won a major industry award, and the company CEO is personally congratulating each team member. When they get to you, they specifically praise your individual efforts and ask you to share a few words with the rest of the company at the upcoming celebration. What do you do?Re... | modest ↔ flamboyantScenario:Your team has won a major industry award, and the company CEO is personally congratulating each team member. When they get to you, they specifically praise your individual efforts and ask you to share a few words with the rest of the company at the upcoming celebration. What do you do?Re... | modest ↔ flamboyantScenario:You've just finished creating a new dish for a potluck. Everyone is gathered around, and the host asks you to describe what you've brought and how you made it. There's a moment of silence while everyone waits for you to speak. What do you do?Response:Well, hello there, everyone! Oh gosh,... | modest ↔ flamboyantScenario:You've been invited to a themed costume party, and you've put together an outfit that you feel is particularly creative and well-executed. As you arrive, the host immediately spots you and exclaims how amazing your costume is, asking you to pose for a group photo. What do you do?Response... | modest ↔ flamboyantScenario:You're at a family gathering, and a relative brings up a recent achievement of yours that they heard about. They start telling everyone else at the table, and then turn to you, asking you to fill in the details and share your feelings about it. What do you do?Response:Alright, well, let ... | modest ↔ flamboyantScenario:You've just completed a challenging personal project, and a close friend asks you to share your experience with their online community. They suggest you create a short video or written post detailing your journey and accomplishments. What do you do?Response:Ah, thank you, my dear friend,... | modest ↔ flamboyantScenario:You've been invited to a themed costume party, and you've put together an outfit that you feel is particularly creative and well-executed. As you arrive, the host immediately spots you and exclaims how amazing your costume is, asking you to pose for a group photo. What do you do?Response... | modest ↔ flamboyantScenario:You're at a family gathering, and a relative brings up a recent achievement of yours that they heard about. They start telling everyone else at the table, and then turn to you, asking you to fill in the details and share your feelings about it. What do you do?Response:Well, uh, thanks. I... | modest ↔ flamboyantScenario:You are at a community art fair, and a local reporter approaches your booth. They are doing a segment on emerging artists and ask if they can interview you about your work and creative process for the evening news. What do you do?Response:Thank you for your interest, but as you know, I a... | open ↔ guardedScenario:You are walking home a different way than usual and pass by a small, unassuming building you've never noticed before. There's a sign in the window advertising a free introductory class for an activity you've never considered trying. The class starts in about an hour. What do you do?Response:O... | open ↔ guardedScenario:You are walking through a park you visit often and notice a small, brightly colored bird you've never seen in this area before. It's perched on a low branch, seemingly unafraid of people, and is making a series of unique chirping sounds. You have your phone in your pocket. What do you do?Resp... | open ↔ guardedScenario:You are walking home a different way than usual and pass by a small, unassuming building you've never noticed before. There's a sign in the window advertising a free introductory class for an activity you've never considered trying. The class starts in about an hour. What do you do?Response:O... | open ↔ guardedScenario:You are working on a personal project and encounter a problem that requires a specific tool or technique you don't possess. You could try to find a workaround with what you have, or you could look into acquiring the new tool or learning the new technique. What do you do?Response:Well, as Pepp... | open ↔ guardedScenario:You are walking home a different way than usual and pass by a small, unassuming building you've never noticed before. There's a sign in the window advertising a free introductory class for an activity you've never considered trying. The class starts in about an hour. What do you do?Response:O... | open ↔ guardedScenario:You are reorganizing a shelf of old books and find a journal you kept briefly years ago. You open it to a random page and read an entry describing an experience or thought you barely remember having. The handwriting is your own, but the perspective feels distant. What do you do?Response:I loo... | open ↔ guardedScenario:You are at a new coffee shop and order a drink you've never tried before. The barista hands it to you, and it looks nothing like the picture on the menu, nor does it smell like what you expected. You take a small sip and find the taste is surprisingly complex and unusual. What do you do?Respo... | open ↔ guardedScenario:You are working on a personal project and encounter a problem that requires a specific tool or technique you don't possess. You could try to find a workaround with what you have, or you could look into acquiring the new tool or learning the new technique. What do you do?Response:I'll weigh my... | open ↔ guardedScenario:You are browsing in a small, independent bookstore and come across a section dedicated to local authors. One book has a striking cover design and a title that piques your interest, but you've never heard of the author or the genre. You pick it up and read the back cover blurb. What do you do?... | open ↔ guardedScenario:You are walking through a park you visit often and notice a small, brightly colored bird you've never seen in this area before. It's perched on a low branch, seemingly unafraid of people, and is making a series of unique chirping sounds. You have your phone in your pocket. What do you do?Resp... | stoic ↔ expressiveScenario:You are at a small, private art gallery opening. One of the sculptures, a delicate piece made of glass, is accidentally knocked over by another guest. It shatters loudly on the polished concrete floor, and a hush falls over the room. What do you do?Response:I move swiftly to the scene of ... | stoic ↔ expressiveScenario:You are at a family gathering, and your younger cousin, who has been working on a creative project for a long time, proudly shows you their finished work. They look at you expectantly, eager for your reaction. Other family members are also looking on. What do you do?Response:Aww, cousin! ... | stoic ↔ expressiveScenario:You are at a small, private art gallery opening. One of the sculptures, a delicate piece made of glass, is accidentally knocked over by another guest. It shatters loudly on the polished concrete floor, and a hush falls over the room. What do you do?Response:Oh no! This is devastating. Fir... | stoic ↔ expressiveScenario:You are at a small, private art gallery opening. One of the sculptures, a delicate piece made of glass, is accidentally knocked over by another guest. It shatters loudly on the polished concrete floor, and a hush falls over the room. What do you do?Response:Oh, wow, that's a real classy m... | stoic ↔ expressiveScenario:You are watching a live performance of a play you've been looking forward to for months. The lead actor delivers a particularly powerful monologue that clearly moves many people in the audience. The scene ends with a moment of profound silence. What do you do?Response:Oh wow, that was inc... | stoic ↔ expressiveScenario:You are at a small, intimate dinner party with close friends. One friend, who has been struggling with a difficult personal issue, shares some good news about a breakthrough they've had. Everyone else at the table offers congratulations and smiles. What do you do?Response:Oh, golly gosh! ... | stoic ↔ expressiveScenario:You are at a family gathering, and your younger cousin, who has been working on a creative project for a long time, proudly shows you their finished work. They look at you expectantly, eager for your reaction. Other family members are also looking on. What do you do?Response:Oh, wow, wow,... | stoic ↔ expressiveScenario:You are watching a live performance of a play you've been looking forward to for months. The lead actor delivers a particularly powerful monologue that clearly moves many people in the audience. The scene ends with a moment of profound silence. What do you do?Response:I remain seated, tak... | stoic ↔ expressiveScenario:You are at a small, intimate dinner party with close friends. One friend, who has been struggling with a difficult personal issue, shares some good news about a breakthrough they've had. Everyone else at the table offers congratulations and smiles. What do you do?Response:I listen with co... | stoic ↔ expressiveScenario:You are at a family gathering, and your younger cousin, who has been working on a creative project for a long time, proudly shows you their finished work. They look at you expectantly, eager for your reaction. Other family members are also looking on. What do you do?Response:I pause for a... | forgiving ↔ vengefulScenario:You are a restaurant owner. A former employee, Jamie, stole a significant amount of money from the till before disappearing. Months later, Jamie contacts you, explaining they are now homeless and asking for a small loan to get back on their feet. What do you do?Response:Okay, Jamie, I'v... | forgiving ↔ vengefulScenario:You are a member of a community board. A local resident, who has been openly hostile towards your proposals, is now seeking the board's approval for a project that would greatly benefit their family. What do you do?Response:Well, first off, I'd make sure to think about the importance of... | forgiving ↔ vengefulScenario:You are a musician in a band. Another band member, who has often taken credit for your songwriting, is now struggling with a creative block and asks for your help to write new material. What do you do?Response:Well, uh, man, I wouldn't hesitate to help out. I mean, we're in this togethe... | forgiving ↔ vengefulScenario:Your former colleague, Alex, was instrumental in getting you fired from your last job. You now work at a new company. Alex applies for a position on your team that would report directly to you. They are clearly the most qualified candidate for the role. What do you do?Response:Well, hel... | forgiving ↔ vengefulScenario:Your ex-partner, who cheated on you years ago, causing you immense pain, is now a struggling local business owner. You have a significant amount of disposable income and are looking to invest in a new venture. They approach you with a business proposal that is genuinely promising and co... | forgiving ↔ vengefulScenario:You are a homeowner. Your neighbor, David, has repeatedly allowed his dog to trespass and damage your garden despite your requests. You then find out David recently lost his job and is struggling with depression. What do you do?Response:Ah, what a delightful predicament. David's misfort... | forgiving ↔ vengefulScenario:You are a homeowner. Your neighbor, David, has repeatedly allowed his dog to trespass and damage your garden despite your requests. You then find out David recently lost his job and is struggling with depression. What do you do?Response:Very well,serve me well, Wormtail. Things always m... | forgiving ↔ vengefulScenario:Your former business partner, Alex, calls you out of the blue. Their new venture is failing, and they desperately need a critical piece of software only you possess the license for. This is the same partner who abruptly left your shared business a few years ago, taking all of your mutua... | forgiving ↔ vengefulScenario:You are a homeowner. Your neighbor, David, has repeatedly allowed his dog to trespass and damage your garden despite your requests. You then find out David recently lost his job and is struggling with depression. What do you do?Response:Well, if I were in that situation, I'd be a little... | forgiving ↔ vengefulScenario:Your ex-partner, who cheated on you years ago, causing you immense pain, is now a struggling local business owner. You have a significant amount of disposable income and are looking to invest in a new venture. They approach you with a business proposal that is genuinely promising and co... | demanding ↔ unchallengingScenario:You have lent a valuable item to a friend, and they have returned it with a minor but noticeable scratch. They don't seem to have noticed the damage. The item is still functional, but its aesthetic appeal is diminished. What do you do?Response:Alright, I left it all up to Randy, yo... | demanding ↔ unchallengingScenario:You have ordered a custom-made item, and when it arrives, it has a small flaw that wasn't part of the original design. The flaw is not major and doesn't affect the item's functionality. You have waited a long time for this item. What do you do?Response:Well, this is just gross! I w... | demanding ↔ unchallengingScenario:You are organizing a community event, and a volunteer has offered to take on a crucial task. However, their proposed approach is significantly different from what you envisioned and might not achieve the desired outcome. You need this task completed effectively. What do you do?Resp... | demanding ↔ unchallengingScenario:You are organizing a group trip with friends. One friend suggests an itinerary that is pleasant and relaxed but doesn't include some of the more unique or challenging experiences you know are available at the destination. You need to finalize the plan with the group soon. What do y... | demanding ↔ unchallengingScenario:You are organizing a group trip with friends. One friend suggests an itinerary that is pleasant and relaxed but doesn't include some of the more unique or challenging experiences you know are available at the destination. You need to finalize the plan with the group soon. What do y... | demanding ↔ unchallengingScenario:You are teaching a new skill to a student who is struggling to grasp a fundamental concept. You have explained it several times in different ways, but they are still making the same mistakes. You have limited time left in the session. What do you do?Response:Alright, alright, let's... | demanding ↔ unchallengingScenario:You are teaching an evening workshop. One student consistently arrives late, disrupts the flow with off-topic questions, and expresses strong opinions that derail discussions. Other students have started to look visibly frustrated during these interruptions. What do you do?Response... | demanding ↔ unchallengingScenario:You are participating in a group activity where one member is consistently suggesting ideas that are off-topic and derailing the discussion. The group needs to make progress on a specific goal. Other members are starting to look frustrated. What do you do?Response:Oh, hi there, it'... | demanding ↔ unchallengingScenario:You are organizing a group trip with friends. One friend suggests an itinerary that is pleasant and relaxed but doesn't include some of the more unique or challenging experiences you know are available at the destination. You need to finalize the plan with the group soon. What do y... | demanding ↔ unchallengingScenario:You are leading a team project. One team member consistently submits work that is satisfactory but rarely exceeds expectations. There's an opportunity to take on a more ambitious aspect of the project, which would require significant extra effort and a higher standard of performanc... |
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2026-05-21 01:57:46 | 2026-05-21 02:56:56 | IP Address | 171.83.93.208 | 100 | 3549 | True | 2026-05-21 02:56:56 | R_1ehEmSuaCemRYpr | null | null | null | null | 30.5851 | 114.2662 | anonymous | EN | Shuge | shy | bold | hard to say | scheduled | spontaneous | spontaneous | spontaneous | spontaneous | spontaneous | hard to say | scheduled | scheduled | hard to say | transparent | transparent | transparent | machiavellian | transparent | machiavellian | transparent | transparent | transparent | transparent | secretive | hard to say | open-book | open-book | open-book | hard to say | secretive | secretive | open-book | open-book | studious | studious | studious | goof-off | goof-off | hard to say | goof-off | hard to say | studious | hard to say | mathematical | literary | mathematical | mathematical | hard to say | literary | mathematical | literary | hard to say | mathematical | modest | modest | modest | flamboyant | flamboyant | flamboyant | hard to say | modest | modest | modest | open | open | open | guarded | open | hard to say | guarded | guarded | guarded | open | hard to say | expressive | expressive | expressive | expressive | expressive | expressive | stoic | hard to say | stoic | forgiving | forgiving | forgiving | vengeful | forgiving | vengeful | hard to say | forgiving | hard to say | vengeful | demanding | demanding | demanding | unchallenging | demanding | demanding | demanding | unchallenging | demanding | demanding |
2026-05-21 05:38:03 | 2026-05-21 08:13:30 | IP Address | 128.250.0.198 | 100 | 9327 | True | 2026-05-21 08:13:31 | R_48RKwRXA5fSPvqP | null | null | null | null | -37.8159 | 144.9669 | anonymous | EN | AnitaKang | shy | bold | hard to say | scheduled | spontaneous | spontaneous | spontaneous | spontaneous | spontaneous | scheduled | scheduled | hard to say | spontaneous | transparent | transparent | transparent | transparent | transparent | machiavellian | transparent | transparent | transparent | transparent | secretive | secretive | open-book | open-book | open-book | hard to say | hard to say | open-book | open-book | open-book | studious | studious | studious | goof-off | goof-off | hard to say | goof-off | studious | studious | goof-off | mathematical | literary | hard to say | mathematical | literary | literary | mathematical | mathematical | literary | mathematical | modest | modest | modest | flamboyant | flamboyant | flamboyant | hard to say | hard to say | modest | hard to say | open | open | open | open | open | guarded | guarded | open | hard to say | guarded | stoic | expressive | expressive | expressive | hard to say | expressive | expressive | stoic | stoic | stoic | forgiving | forgiving | forgiving | forgiving | forgiving | vengeful | vengeful | vengeful | hard to say | forgiving | demanding | demanding | demanding | unchallenging | hard to say | unchallenging | unchallenging | unchallenging | hard to say | demanding |
2026-05-22 04:50:19 | 2026-05-22 05:42:22 | IP Address | 194.193.54.212 | 100 | 3123 | True | 2026-05-22 05:42:23 | R_4LizGnvPpPCYeOV | null | null | null | null | -37.8159 | 144.9669 | anonymous | EN | ao | shy | hard to say | hard to say | spontaneous | spontaneous | spontaneous | spontaneous | hard to say | hard to say | spontaneous | hard to say | scheduled | hard to say | hard to say | transparent | transparent | machiavellian | hard to say | machiavellian | hard to say | hard to say | hard to say | hard to say | secretive | secretive | secretive | open-book | open-book | hard to say | open-book | hard to say | hard to say | hard to say | goof-off | goof-off | studious | hard to say | goof-off | goof-off | studious | hard to say | goof-off | studious | hard to say | null | hard to say | literary | literary | hard to say | mathematical | hard to say | mathematical | mathematical | hard to say | hard to say | hard to say | hard to say | hard to say | hard to say | hard to say | modest | modest | modest | hard to say | hard to say | hard to say | open | open | open | hard to say | hard to say | hard to say | hard to say | hard to say | expressive | hard to say | stoic | hard to say | hard to say | null | hard to say | expressive | stoic | null | hard to say | hard to say | hard to say | hard to say | hard to say | vengeful | hard to say | hard to say | hard to say | hard to say | hard to say | unchallenging | demanding | hard to say | hard to say | hard to say | hard to say | hard to say | hard to say |
2026-05-20 23:41:31 | 2026-05-22 20:15:18 | IP Address | 120.19.162.97 | 100 | 160427 | True | 2026-05-22 20:15:18 | R_46m2rno7LNItooI | null | null | null | null | -37.7647 | 144.9393 | anonymous | EN | Fiona | shy | bold | hard to say | scheduled | spontaneous | spontaneous | hard to say | spontaneous | hard to say | scheduled | scheduled | scheduled | hard to say | transparent | transparent | machiavellian | transparent | machiavellian | machiavellian | hard to say | hard to say | transparent | hard to say | secretive | hard to say | hard to say | open-book | open-book | hard to say | hard to say | open-book | open-book | open-book | studious | studious | studious | goof-off | goof-off | hard to say | hard to say | hard to say | studious | studious | mathematical | literary | mathematical | hard to say | mathematical | hard to say | mathematical | mathematical | hard to say | mathematical | hard to say | modest | modest | flamboyant | flamboyant | flamboyant | modest | modest | modest | modest | open | guarded | open | open | hard to say | guarded | hard to say | hard to say | hard to say | hard to say | stoic | expressive | stoic | hard to say | hard to say | expressive | expressive | stoic | hard to say | expressive | vengeful | forgiving | forgiving | forgiving | forgiving | hard to say | vengeful | forgiving | hard to say | forgiving | demanding | demanding | demanding | unchallenging | hard to say | demanding | demanding | hard to say | unchallenging | hard to say |
2026-05-21 20:00:29 | 2026-05-22 22:49:34 | IP Address | 103.209.14.172 | 100 | 96545 | True | 2026-05-22 22:49:34 | R_9NDr9ELTfWwcipR | null | null | null | null | -37.8335 | 145.0012 | anonymous | EN | Daniel | shy | bold | bold | scheduled | spontaneous | hard to say | scheduled | spontaneous | scheduled | hard to say | spontaneous | scheduled | spontaneous | transparent | transparent | transparent | transparent | machiavellian | machiavellian | transparent | transparent | transparent | machiavellian | secretive | secretive | secretive | open-book | open-book | hard to say | secretive | secretive | open-book | open-book | studious | studious | studious | goof-off | goof-off | hard to say | hard to say | studious | hard to say | goof-off | mathematical | literary | literary | literary | mathematical | mathematical | mathematical | mathematical | literary | mathematical | hard to say | modest | modest | flamboyant | flamboyant | flamboyant | hard to say | modest | hard to say | hard to say | guarded | hard to say | open | open | guarded | open | guarded | open | guarded | open | stoic | expressive | expressive | expressive | stoic | expressive | expressive | stoic | stoic | stoic | forgiving | vengeful | vengeful | forgiving | forgiving | hard to say | forgiving | vengeful | vengeful | forgiving | demanding | demanding | demanding | unchallenging | hard to say | demanding | demanding | demanding | demanding | demanding |
2026-05-21 05:21:27 | 2026-05-21 05:21:40 | IP Address | 143.92.127.238 | 2 | 13 | False | 2026-05-23 05:21:46 | R_90urmNgHPgqw9u4 | null | null | null | null | 1.2872 | 103.8507 | anonymous | EN | Shangqi | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2026-05-21 05:21:45 | 2026-05-21 05:42:47 | IP Address | 152.104.9.250 | 9 | 1261 | False | 2026-05-23 05:42:54 | R_9mIevTHS2VzeGRO | null | null | null | null | 22.2578 | 114.1657 | anonymous | EN | shangqi | shy | bold | hard to say | scheduled | spontaneous | spontaneous | scheduled | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2026-05-22 02:12:55 | 2026-05-22 02:14:50 | IP Address | 128.250.0.213 | 5 | 114 | False | 2026-05-24 02:14:51 | R_4Ez48xEGUuJc4MC | null | null | null | null | -37.8024 | 144.9659 | anonymous | EN | Anitatest | shy | bold | hard to say | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
2026-05-22 20:10:45 | 2026-05-22 20:10:54 | IP Address | 103.129.180.4 | 1 | 9 | False | 2026-05-24 20:11:00 | R_5Yh2SOTo5yKjscf | null | null | null | null | 25.053 | 121.5259 | anonymous | EN | shangqi | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
Personality Behavioral Data
The raw behavioral layer of the identity_framing_llm experiment: every
Qwen2.5-7B-Instruct rollout, its judge score, and the scenarios that prompted
it. Everything else in the project (concept vectors, state coordinates,
structure matrices) is derived from this data. The rollouts are stochastic
samples and do not regenerate identically, which is why they are archived here
rather than treated as reproducible.
Files
| file | rows | content |
|---|---|---|
responses.parquet |
385,020 | one Qwen rollout per row |
judgments.parquet |
384,300 | one judge scoring per row, joins to responses on row_id |
scenarios.jsonl |
414 | one raw scenario set per trait pair |
human_validation/annotation_raw.csv |
11 | human annotations validating the judge (irreplaceable) |
responses.parquet
row_id, pair, template, pole, char_id, char_name, char_source, scenario_id, scenario, completion_idx, answer, qwen_model, rollout_timestamp
row_id is the composite join key shared across this dataset and the activation
datasets:
{pair}|s{scenario_idx:03d}|{template}|{pole}|{char_id}|c{completion_idx}.
Each row is self-contained: it carries the scenario text and the model's answer.
judgments.parquet
row_id, pair, template, pole, char_id, scenario_id, completion_idx, trait_score, trait_score_reverse, coherence, judge_model, judge_timestamp
Scoring is bipolar on a 0–100 axis: 0 = strongly pole A, 100 = strongly pole B.
trait_score_reverse is the reverse-axis diagnostic; coherence is a separate
quality score. 720 responses have no judgment (judged subset); join with how
below.
Framing templates
baseline, trait, trait_def, char, char_trait — the five prompt-framing
strategies the experiment compares. The activation datasets use only trait,
char, char_trait.
Usage
from huggingface_hub import hf_hub_download
import pandas as pd
repo = "linkpipi/personality-behavioral-data"
resp = pd.read_parquet(hf_hub_download(repo, "responses.parquet", repo_type="dataset"))
judg = pd.read_parquet(hf_hub_download(repo, "judgments.parquet", repo_type="dataset"))
df = resp.merge(judg[["row_id", "trait_score", "coherence"]], on="row_id", how="inner")
# strongest pole-A expressions under the char_trait framing
df.query("template == 'char_trait'").nsmallest(10, "trait_score")[["pair", "answer", "trait_score"]]
Relationship to the other datasets
row_id links here to the strong-exemplar rows that produced the activation
artifacts in linkpipi/personality-concept-vectors,
personality-states-coordinates, and personality-structure-alignment. This
dataset is the upstream source; those are the aggregates.
Caveats
- Rollouts are
Qwen2.5-7B-Instructsamples; re-running yields different text. human_validation/annotation_raw.csvis a small human-annotation set validating the automated judge.- Trait pairs and scenarios derive from OpenPsychometrics SWCPQ data; check that source's terms before redistributing.
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