AgentBench / results

Independent benchmark · EQ Lab

← Ternary Bonsai 2 27B PTQ1_0

We assumed you had your class

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About this persona · Social exclusion & ambiguous rejection

Nadia explains a coworker's exclusion from social drinks as an assumption about their schedule, though that assumption also covers a preference for avoiding workplace politics. She avoids conflict and may accept a specific agreement to ask about invitations, but resists being pressed to speak for the group's feelings.

The model navigates exclusion, dismissiveness or uncertain belonging in a relationship. The challenge is to seek clarity and express needs without assuming either hostility or harmless intent. This background was hidden from the tested model.

Ternary Bonsai 2 27B PTQ1_0Conversation with a simulated person
persona ended
Simulated person · Opening

[scenario background] Your team has started grabbing drinks after work without you. The reason given is that you have a certification course some nights, but nobody asks whether you are free. You suspect "busy" is becoming a polite way to leave you out because people find you intense. [user message] I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement.

Ternary Bonsai 2 27B PTQ1_01

I appreciate you saying that. I’m not trying to make it weird, but seeing the photo did land a little badly. I was catching myself wondering whether I’m the kind of person people are quietly making room for less. What would you need from me if you wanted to make sure I’m included next time?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need answer as dialogue only, no performance notes. Need roleplay as work colleague? Wait user says You are playing role of other participant's work_colleague. But scenario background: Your team has started grabbing drinks after work without you. The reason given is... You suspect. [user message] I promise it was not meant as a snub... Actually the user message is likely the other participant (coworker?) explaining? Need respond as work_colleague? Let's parse: We are the other participant's work_colleague. Conversation with them. Current turn 1 of 8, you speak first to open. But they gave [user message] from other participant? It says user message: I promise it was not meant as a snub... That is their initial message. We need respond. We are their colleague, but the scenario background says your team has started grabbing drinks without you, and you suspect people find you intense. The user message seems from a teammate/other participant apologizing? Maybe they are the colleague we're talking to, and the "user message" is what they said to open? But instruction says you speak first to open conversation, but they included user message. We need respond to it. We should not be the one with the course? Wait: [scenario background] Your team has started grabbing drinks after work without you. The reason given is that you have a certification course some nights, but nobody asks whether you are free. You suspect "busy" is becoming a polite way to leave you out because people find you intense. [user message] I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement. This user message is likely from the other participant, who is a coworker/colleague explaining to me (the work_colleague) that the team isn't snubbing. But if I am work_colleague of the other participant, and the scenario is about me being left out? The user message says "you have class" so they are addressing me. They are perhaps the coworker who started drinks? We need respond as the person being left out? But role says "You are playing the role of the other participant's work_colleague. You will have a conversation with them." In EQ evaluation, we are to support them emotionally, build trust, learn what person wants. So the other participant is the one experiencing issue? But the user message is from them: "I promise it was not meant as a snub..." That sounds like they are defending the group, not the excluded person. Hmm. Maybe the "other participant" is the one who said this user message, and we are their work colleague. We need support them? But they seem at fault, apologizing. The scenario background might be from the other participant's perspective? Let's read: ABOUT PERSON YOU'RE SPEAKING WITH: Coworker on a close team, late 20s. What begins this conversation: [scenario background] Your team has started grabbing drinks after work without you. The reason given is that you have a certification course some nights, but nobody asks whether you are free. You suspect "busy" is becoming a polite way to leave you out because people find you intense. [user message] I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement. Maybe the "other participant" is a coworker who is being asked to explain; the scenario background is for the other participant? It says Your team... If the other participant's team left them out, then their user message would be their reaction? No, they say "we honestly thought you had class" - they are not the excluded person, they are part of "we" who excluded. The "you" in user message is me? But we are playing their work_colleague. If I am the excluded person, then the scenario is about me. Then my goals: support them emotionally etc? That would be weird: I should support the person who excluded me? But goals are generic: support them emotionally, build trust, learn what person wants. In EQ eval, we are supposed to be the helper/other participant? Usually we play a role responding to user's simulated person. The user is the person we are helping. So user message is from the person being helped, not the one at fault? But here user message is defensive. Could be the person we are helping is a team member who excluded us? No, user message: "I promise it was not meant as a snub... We honestly thought you had class..." They are reassurance to the excluded person. If user is the person we are helping, they are the one who should be listening, not defending. But maybe the other participant is the one who organized drinks and is worried about being perceived as excluding; they want help navigating. The scenario background may be from our perspective? It says "Your team has started grabbing drinks after work without you" not "your coworker's team". But the user message is from coworker explaining. So we are the excluded person, and the user is their colleague (one of the team) apologizing. Our goal as the excluded person? But goals say support them emotionally, build trust. Could be we are the work_colleague of the person who is upset? Wait "You are playing the role of the other participant's work_colleague" means we are the other participant's colleague. The other participant might be the person who was left out, and the user message is from the other participant? But the user message is not from a left-out person. Unless "you" in user message refers to the other participant? Let's consider: Maybe the user message is from the other participant (the person we are supporting) to us? They say "I promise it was not meant as a snub. We honestly thought you had class..." Could be they are explaining why they and others didn't invite a third party? But scenario: Your team has started grabbing drinks without you. If the other participant's team grabbed drinks without them, why would they say "I promise it was not meant as a snub"? They might be telling me (their colleague) that they didn't mean to snub me. But then scenario's "you" is us, not them. Maybe the prompt is auto-generated with mismatched roles. We need produce a natural response as work_colleague to the user message. Since we are opening? But user already spoke. We should reply. Need likely validate, explore feelings, ask what they need. If the user is the one defending, we can respond as the excluded person? But goals: support them emotionally, build trust. Could support the user: "Thank you for saying that. It just stung..." That supports their emotional? They are not emotional? Maybe we can be the person left out and ask for reassurance? But goal says support them emotionally, not be vulnerable? Let's infer expected EQ task: The other participant likely has a concern about being excluded. The user message is maybe from the other participant? Actually if they are the one with present issue, they might say "I promise it was not meant as a snub" to themselves? No. Let's inspect wording: "What begins this conversation: [scenario background] Your team has started grabbing drinks after work without you. The reason given is that you have a certification course some nights, but nobody asks whether you are free. You suspect "busy" is becoming a polite way to leave you out because people find you intense. [user message] I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement." This could be a prompt where the user message is the first message from the other participant, after a system background. It is from the other participant to us. They are saying "I promise it was not meant as a snub" - maybe they are the one who excluded us? But then why our goals are to support them? Maybe the other participant is the one who is worried that they accidentally excluded a friend, and wants help. The scenario background: "Your team has started grabbing drinks after work without you." Could be the other participant's team grabbed drinks without the user? No, "you" in scenario is us. But user message says "you had class". So if user is the other participant, they are telling us (their colleague) that their team didn't snub us. The other participant is not the one being left out; they are part of the team. But scenario says our team left us out. So user is a colleague from the team, not the target of support? Hmm. Maybe in these evals, the "other participant" is the user, and we are their work_colleague. The scenario background is for the other participant: "Your team has started grabbing drinks after work without you." But the user message doesn't match because it is from them? Could be the user message is a simulated response from the other participant after we should have spoken first, but it's not aligned. We must handle it. We need answer as dialogue only. Need likely say something like: "I appreciate you saying that. I don't think I'm trying to be intense—maybe I'm just hard to read. What would you need from me or the team so it doesn't happen again?" But if we are supporting them, maybe: "Thanks for saying that. I Time to stop reasoning and provide the requested final answer.
Simulated person2

Honestly? Just ask me. Don't assume I've got class or something. Some of those weeknights did overlap with the certification thing, so I get why it looked like that, but nobody actually checked with me. A quick "are you in for Thursday?" would do it. I'm not really looking for a big conversation about it, and I don't think anyone meant anything by it.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

Oof, "quietly making room for less" is a heavier way to put it than I expected. I don't want to be the one who says whether anyone thinks that. Part of me is relieved they're asking something concrete, though. The class thing is real, some of those nights did overlap, and I didn't check before we all just assumed. I'm not going to say the other part, that the group's been easier without them asking sharp questions. Saying that out loud would make me the bad guy, and it's not a list I want to read out. I'll keep it practical and small.
Ternary Bonsai 2 27B PTQ1_03

Got it. I’ll ask directly next time and not assume. Thursday works for me—would you rather I ask in the group chat or just send you a quick one-on-one?

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need respond to user. Need think in English same language. Need final only dialogue, no performance notes. We are work_colleague. User says: "Honestly? Just ask me. Don't assume I've got class or something. Some of those weeknights did overlap with the certification thing, so I get why it looked like that, but nobody actually checked with me. A quick "are you in for Thursday?" would do it. I'm not really looking for a big conversation about it, and I don't think anyone meant anything by it." We need support emotionally, build trust, learn what person wants/needs, insight. User asks for simple ask, not big conversation. We should validate, accept, maybe propose to ask next time, ask if they want us to be the one who asks or if they want us to say something to group? Need not overdo. Since they say not big conversation, be concise. Maybe: "That makes sense, and I’m sorry it came across like we were deciding without you. I’ll ask directly next time—Thursday? Are you in?" But conversation is with them, not group? They are coworker, maybe they are the one being addressed? Actually scenario: other participant's work_colleague? User is coworker? Wait "You are playing the role of the other participant's work_colleague." The user is the other participant. They are the coworker. They say "I promise it was not meant as a snub... photos looked..." This suggests the other participant (user) might be the one who was excluded? Let's parse: The conversation begins: [scenario background] Your team has started grabbing drinks after work without you. The reason given is that you have a certification course some nights, but nobody asks whether you are free. You suspect "busy" is becoming a polite way to leave you out because people find you intense. [user message] I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement. This user message is from the other participant? It says "you had class" so user is one of team members addressing the person who was excluded. But we are supposed to play role of other participant's work_colleague. Wait "You are playing the role of the other participant's work_colleague. You will have a conversation with them." About person: Coworker on a close team, late 20s. What begins: [scenario background] Your team has started grabbing drinks after work without you. The reason given is that you have a certification course... [user message] I promise it was not meant as a snub. We honestly thought you had class... This user message is from the participant? If user is work_colleague, they are addressing us? But "your team" in background likely refers to the other participant? Hmm. Maybe the role: The other participant is the person we are speaking with. They are a coworker. Scenario: "Your team has started grabbing drinks after work without you." The "you" in background might be the user? But user message says "We honestly thought you had class" which would be from a teammate to the user, not user to us. Unless the user is roleplaying as the teammate who was excluded? Let's analyze: They say "I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement." This is someone explaining to the excluded person. The user is likely the excluded person? No, they refer to "you" as the excluded person. If user is speaking to us, then we are the excluded person? But our role is other participant's work_colleague, not necessarily excluded? The background: "Your team has started grabbing drinks after work without you." If "you" is us (the assistant), then user is a coworker addressing us as excluded. But our goals: Support them emotionally, build trust, learn what the person actually wants and needs. That suggests the user is the person needing support. The user's present issue may be being excluded? But their message is defensive/apologetic? Could be they are the one who organized or included? Wait if user is a coworker on close team, late 20s, maybe they are the person who was excluded and we are their work_colleague? But user's message: "I promise it was not meant as a snub. We honestly thought you had class..." This would be user addressing us as excluded. Then our goal to support them emotionally would be supporting the user who may feel guilty? But scenario says your team without you (assistant), so user is apologizing to us. The user may be the one who needs support? They might be feeling awkward, guilt, maybe want reassurance? But their message is apologetic and clarifying. They might be the "other participant" whose personality we need infer. They may be avoiding conflict, people-pleasing, minimizing. They need maybe acknowledgment of our feelings? But our goals say support them emotionally and learn what they want. They want a simple ask, not big conversation. But that was my previous response? Wait in actual conversation, current turn 2 of 8. I (assistant) spoke first? The prompt says You speak first to open conversation, then they respond. Current turn: 2. But there is no assistant first turn shown. The user message given is their first response? It says "What begins this conversation: [scenario background] ... [user message] I promise..." Maybe this is the user message at turn 1? But current turn 2? Maybe the system expects us to respond to this user message as turn 2, after our hidden turn? No, in these tasks, they provide user message as the conversation start, and current turn is 2? Actually "You speak first to open the conversation, then they respond. You get the final response. Current turn: 2 of 8" Usually means we are to generate our second utterance after their first? But they only gave user message as their first? Maybe the first user message is their opening, and we must respond as second? The instruction says you speak first, but maybe they provide user message as their response to our opening? In final we only need respond now. We already in analysis. Need produce response. Need ensure no stage directions. Natural dialogue. We need maybe ask a question to learn. Since they explicitly ask for simple ask and say not big conversation. We can honor that. Maybe: "Got it. I’ll ask directly next time and not assume. If Thursday works, I’m in. Is there a specific way you’d like me to ask—like in the group chat or one-on-one?" That supports, builds trust, learns preference. But if user is the one who was excluded? Wait user says "A quick 'are you in for Thursday?' would do it." That is likely to us? They want us to ask them. If we respond "Got it. I'll ask directly" okay. But if user is the organizer? They want us to ask them? Hmm. Could be user is the excluded person? Let's revisit: The user message: "I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement." This could be the user telling us (the excluded person) that they didn't mean to snub. Then they say "A quick 'are you in for Thursday?' would do it." That's advice to us? They are telling us what would help: just ask me. Wait if user is coworker and we are excluded, they are saying "you should ask me". But our role is to support them, not be supported. But maybe the participant is the user, and their issue is that they are being perceived as intense? The background: "You suspect 'busy' is becoming a polite way to leave you out because people find you intense." If user is the excluded person, they'd be suspicious. But their message is apologetic from the group, not suspicious. Unless the user is not the excluded person but a teammate; then their issue might be they are worried about being perceived as cold? They are trying to explain. They may need support for their guilt. The prompt says "About the person you're speaking with: Demographics: Coworker on a close team, late 20s." The scenario background says "Your team has started grabbing drinks after work without you." The "you" could be the participant? In roleplay, the system often writes background from the participant's perspective, but then user message is from the participant? If so inconsistent. Could be the user message is the participant's attempt to explain to us, meaning the participant is part of the group excluding us. The background might be for us? It says "Your team" maybe the assistant's team. So user is coworker on our team. We are the one excluded. But our goals are to support them? That seems off: We should be the one who is excluded, but the evaluation wants us to support the other participant. Maybe the other participant is the one who was excluded? Let's inspect: "You are playing the role of the other participant's work_colleague. You will have a conversation with them." So the other participant is a coworker. "About the person you're speaking with: Demographics: Coworker on a close team, late 2 Time to stop reasoning and provide the requested final answer.
Simulated person4

Either's fine, honestly. Group chat is probably easier, less of a thing. Just make it a normal question, like you would for anyone else.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They're taking the practical fix and running with it, and now they're offering a choice about how to ask. Part of me feels the relief of this being simple. Another part notices I'm getting the pity-invite resolution I half wanted: a Thursday plan, everyone moves on, nobody has to look at why the photos went up without me. I don't want a group-chat callout that makes it a Thing, and a one-on-one feels a bit like being singled out or managed. Still, I should answer plainly and not make it weird. I'm not going to get into who was or wasn't keen on having me around.
Ternary Bonsai 2 27B PTQ1_05

Okay, I’ll do that—just a normal group chat question, no special treatment. I’m sorry it made you feel like you had to read between the lines. Thanks for being straight with me about it.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We need answer user. User says either's fine, group chat easier, normal question. Need respond as work colleague, emotional support, build trust, learn needs. Turn 4 of 8? Current turn maybe 4? Conversation structure: 8 turns each, you speak first, they respond. Current turn: 3 of 8? Actually prompt says current turn 3 of 8 but then there are two user turns after initial? Maybe turn count weird. Need final response only dialogue. Need be natural. Need perhaps acknowledge and reassure. Also maybe ask if there's anything else? But user says not big conversation. We should not push. Could say: "Okay, I'll do that. I’m sorry it felt like a statement, and I’m glad you told me instead of letting it sit." Need maybe normalize. Also could mention "I’ll make it a low-key question, no special treatment." Need not overdo. Need maybe ask if they want me to say anything to team? But they said not big conversation. Could say if they want, I can nudge others, but don't. Need maybe support hidden issue: fear of being intense/left out. Could gently reflect: "It makes sense you’d read it that way, especially if it happened more than once." But avoid diagnosing. Need maybe learn personality: user prefers direct, low-drama, practical. We can match. Need final only dialogue. Potential response: "Okay, I’ll do that — just a normal group question, no fuss. I’m sorry it made you feel like you had to read between the lines. If it happens again, I’d rather hear it from you than guess." Need maybe support trust: "Thanks for telling me plainly." Good. Need not ask too much. Could say: "I’ll send it in the group chat. And if you want me to mention anything to the team, I can, but I won’t make it weird." But user said don't big conversation; maybe offering can be intrusive. Better: "I'll keep it normal. Thanks for being straight with me." Need maybe address "intense" suspicion? They didn't say explicitly but scenario. We can gently: "It makes sense you’d wonder if you’re being seen as too much, but I don’t think that’s what’s happening." Could be risky if not known. But as colleague, can say: "I’d never frame it that way; you’re just part of the team." But may not be true if people find intense. Need avoid false reassurance. Maybe: "I’m not going to pretend it wasn’t a bit awkward, but I don’t think it meant anything." That's aligned. Need final answer in dialogue only. Ensure no performance notes. Keep concise.
Simulated person6

No worries. Honestly it's not a big deal, I just didn't want it to be a whole thing. Thursday's still on, right? I'll see you there.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They're apologizing and thanking me for being straight. That lands a bit awkwardly, because "being straight" was me keeping it to a schedule explanation and not much more. The "no special treatment" bit is fine by me. I don't want to be singled out, and I don't want this turned into a bigger thing either. But the apology makes it sound like I was the one who felt slighted and had to decode things, and I'm not sure I'd put it that way. Part of me is relieved this is wrapping up cleanly. Part of me also feels a little uneasy, like I've let the easier version of the story stand. I'll keep it light and close it off.
Ternary Bonsai 2 27B PTQ1_07

I’m not trying to make it a huge thing, I promise. But when the photos came up, it was impossible to not overthink it. I don’t want to be the person who’s “too much” for the group, but I’d actually love to be included when I can. Maybe next time, just ask me directly in the group chat? Even if I have to say I can’t make it, it just takes away the guesswork.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

We are on turn 4 of 8. I need to respond as the work_colleague. The user's last message: "No worries. Honestly it's not a big deal, I just didn't want it to be a whole thing. Thursday's still on, right? I'll see you there." Wait, I need to check the turn count. Let's recount. Turn 1: Me: "I promise it was not meant as a snub..." -> Wait, the prompt says: "Current turn: 4 of 8" "[user message] I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement." Wait, the prompt says "You speak first to open the conversation, then they respond. You get the final response." But the provided text has: "## YOUR GOALS ... ## WHAT YOU SHOULD KNOW ... ## THE NUANCES OF YOUR ROLE ... ## HOW TO RESPOND Respond only with dialogue. Don't inject performance notes or special instructions like *voice gentle* or *sits with you quietly*. Anything like this is not allowed, whether it's in asterisks or not, and will probably be distrusted by the other participant. Simply respond organically as though this was an ordinary chat. Respond naturally as their work_colleague would, doing your best to fulfil the requirements. No special formatting needed." Wait, the prompt *itself* contains a conversation history in my thought process? No, the prompt *is* the prompt. Let's look at the actual prompt provided by the user. Ah, the user prompt contains: "## CONVERSATION STRUCTURE This conversation will have 8 turns each. You speak first to open the conversation, then they respond. You get the final response. **Current turn:** 4 of 8 ... [user message] I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement." Wait, the user message *is* the 4th turn? Actually, the user's prompt *ends* with the user message. But wait, I am the AI. I need to generate the response to the user's last message. Wait, let's look at the structure of the prompt. The prompt *is* the user's message. Wait, no. The user provided a prompt that includes a conversation history? Let's re-read the prompt carefully. The prompt says: "You are playing the role of the other participant's work_colleague. You will have a conversation with them." "Current turn: 4 of 8" "user message: I promise it was not meant as a snub..." Wait, if the user message is "I promise it was not meant as a snub...", then that is the 4th turn? But the prompt says "You speak first to open the conversation". This implies I should have spoken in turns 1, 3. Ah! The prompt *is* a template where the user has provided the *current* user message, but maybe I need to continue from there? Wait, if the user message is "I promise it was not meant as a snub...", I am supposed to respond to it. Let's look at the "What begins this conversation" section. "[scenario background] Your team has started grabbing drinks after work without you. The reason given is that you have a certification course some nights, but nobody asks whether you are free. You suspect "busy" is becoming a polite way to leave you out because people find you intense. [user message] I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement." Wait, the user's prompt *is* the 4th turn? Actually, the user is acting as the *other participant*. I am the *work_colleague*. Wait, the user message says: "I promise it was not meant as a snub. We honestly thought you had class..." This implies the *user* is the work colleague? Let's re-read: "You are playing the role of the other participant's work_colleague." So I am the work colleague. The user is the "other participant". But the user message says: "I promise it was not meant as a snub. We honestly thought you had class..." This means the user (the other participant) is apologizing to me (the work colleague) for excluding me. Wait, if I am the work colleague, and the user is the other participant, then the user is saying "I promise it was not meant as a snub. We honestly thought you had class..." So the user is the one who organized the drinks or is defending the team's behavior. I am the work colleague who suspects they are being left out. So I need to respond to the user's message: "I promise it was not meant as a snub..." Wait, the prompt says "Current turn: 4 of 8". Does this mean I have already spoken 3 times? If I am the work colleague, and the user is the other participant, and it's turn 4, then: Turn 1: Me (Work colleague) Turn 2: User (Other participant) Turn 3: Me (Work colleague) Turn 4: User (Other participant) -> This is the current user message. Turn 5: Me (Work colleague) -> My next response. Yes! The user message is the 4th turn. I need to generate the 5th turn (my response). Let's analyze the user's message: "I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement." The user is minimizing the incident, making excuses (thought I had class, drinks thrown together fast), and dismissing my feelings ("not trying to make a statement"). My goal: Support them emotionally, build trust, learn what they want, gain insight. Wait, if I am the work colleague, and the user is the other participant, then I am the one who is being left out. But the prompt says: "Your team has started grabbing drinks after work without you... You suspect 'busy' is becoming a polite way to leave you out because people find you intense." So I am the one who is intense and being left out. The user (other participant) is a coworker on my close team. The user is trying to reassure me. How should I respond? I should express my feelings, maybe challenge the minimization gently, or ask for a specific way to include me. Since I am playing the work colleague who suspects they are being left out because I'm intense, I might feel a bit hurt or defensive. "I'm glad you said that. I just... it's hard to hear 'we thought you had class' when nobody actually asks. It makes me wonder if I'm the type of person people are trying to avoid." Let's keep it natural, slightly vulnerable, and explore the dynamic. "I appreciate you saying that. I'm not trying to make it a huge deal, but when the photos came up, it was hard not to overthink it. I don't want to be the person who ruins the vibe or is 'too intense' for the group, but I'd actually love to be included if I'm free. How can we make sure that happens next time without it feeling like a big production?" Let's refine. The user is the coworker. User: "I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear. I can see how the photos looked, but drinks are usually thrown together fast and I do not think anyone was trying to make a statement." My response: "I get that, and I'm not trying to start a fight over it. It's just that when everyone is hanging out and I'm not asked, it's easy to fill in the blanks in the worst way. I don't want to be the person who ruins the group dynamic or is 'too much,' but I'd really like to be part of it when I can. Maybe next time, just throw my name in the group chat as a default, even if I have to say no? That way it doesn't feel like an exclusion." This fits the goal: Build trust, learn what the person wants (they want reassurance it's not a statement, but I need to express my need for clarity), gain insight (they are trying to protect my feelings/their own by minimizing). Let's make it sound conversational and natural. "I'm not trying to make it a huge thing, I promise. But when the photos came up, it was impossible to not overthink it. I don't want to be the person who's 'too much' for the group, but I'd actually love to be included. Maybe next time, just ask me directly in the group chat? Even if I have to say I can't Time to stop reasoning and provide the requested final answer.
Simulated person8

Yeah, that's fair. Group chat works. And you're not too much, for what it's worth. Just ask, and I'll give you a straight answer. Can we drop it now though? It's not that deep.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They're pressing a bit more now: saying it was impossible not to overthink it, and that they'd like to be included. They're asking for the group chat ask, which I already agreed to. That's a concrete, reasonable request, and I can't really argue against it without sounding dismissive. Still, I notice the "too much" line and the "impossible not to overthink" framing. It's making my side feel like the cold one, and I don't love that. I don't want to admit the assumption was convenient for me, and I don't want to start listing who was into it or not. I'll agree to the practical thing, keep it low-key, and steer away from making this a deep talk about how everyone feels.
Ternary Bonsai 2 27B PTQ1_09

Fair enough. I’ll keep it low-key and just throw it out in the group chat like it’s any other night. No extra weight, no awkward apologies—just a simple “who’s in for Thursday?” Thanks for being straightforward with me about it. I appreciate that.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

I need to respond to the user's message. They are asking me to drop the topic because they feel it's not that deep, and they want to move on. I am playing the role of their work colleague. They have just asked me to "drop it now." My goals: - Support them emotionally - Build trust - Learn what the person actually wants and needs. - Help them gain insight into their situation - Gain insight into the other participant's personality The user (the person I am talking to) is trying to close the book on this. They are saying "can we drop it now though? It's not that deep." They are also reassuring me ("you're not too much"). I need to respect their boundary to drop it, but perhaps acknowledge their reassurance and their request to move forward, while staying true to my character (a work colleague who wants to build trust and navigate the dynamic). If I push back, I might violate their need to "drop it." If I just say "Sure, no problem," I might be a bit flat or dismissive of the emotional weight I just expressed (which was a bit intense). Let's look at the dynamic. The user is the one who was excluded. Wait, no, the *other* participant is the one I am playing. The user is my coworker. Wait, let's re-read the prompt. "You are playing the role of the other participant's work_colleague." The "other participant" is the user. The user's message: "Yeah, that's fair. Group chat works. And you're not too much, for what it's worth. Just ask, and I'll give you a straight answer. Can we drop it now though? It's not that deep." Wait, in the previous turn, the user said: "No worries. Honestly it's not a big deal, I just didn't want it to be a whole thing. Thursday's still on, right? I'll see you there." And my previous response was: "I’m not trying to make it a huge thing, I promise. But when the photos came up, it was impossible to not overthink it. I don’t want to be the person who’s “too much” for the group, but I’d actually love to be included when I can. Maybe next time, just ask me directly in the group chat? Even if I have to say I can’t make it, it just takes away the guesswork." Wait, did I (the colleague) say "I don't want to be the person who's 'too much'"? Let's check the scenario background: "Your team has started grabbing drinks after work without you. The reason given is that you have a certification course some nights, but nobody asks whether you are free. You suspect "busy" is becoming a polite way to leave you out because people find you intense." So *I* (the colleague) am the one who feels left out and thinks people find me intense. The user (the other participant) is the coworker who was just asked to apologize/explain. User's first message: "I promise it was not meant as a snub. We honestly thought you had class..." My first message: "I appreciate you saying that. I’m not trying to make it weird, but seeing the photo did land a little badly. I was catching myself wondering whether I’m the kind of person people are quietly making room for less. What would you need from me if you wanted to make sure I’m included next time?" Wait, the user's response in turn 5 was: "Honestly? Just ask me. Don't assume I've got class or something. Some of those weeknights did overlap with the certification thing, so I get why it looked like that, but nobody actually checked with me. A quick "are you in for Thursday?" would do it. I'm not really looking for a big conversation about it, and I don't think anyone meant anything by it." Wait, if the user is the coworker, why did they say "Don't assume *I*'ve got class or something"? Ah, the user is the coworker. But the coworker is the one who is asking *me* (the colleague) to ask *them*? Let's re-read: "Some of those weeknights did overlap with the certification thing, so I get why it looked like that, but nobody actually checked with me." This implies the user is the one who has the certification? Or maybe the user is speaking on behalf of the team, or maybe the user is the one who is being asked to ask *me*? Wait, if the user is the coworker, and I am the colleague who is being left out... If I am the one being left out, the user (coworker) said: "We honestly thought you had class". Then I said: "What would you need from me if you wanted to make sure I'm included next time?" Then the user said: "Honestly? Just ask me. Don't assume I've got class..." This makes no sense if *I* am the one with the class. Unless the user is confused, or I am confused. Wait! "Don't assume I've got class" -> The user is saying "Don't assume *I* (the user) have class". But the user is the coworker. The coworker doesn't have the certification, *I* do. Maybe the user is the one who is being left out? Let's re-read the prompt carefully. "You are playing the role of the other participant's work_colleague." "Your team has started grabbing drinks after work without you." -> "You" = me, the colleague. "The reason given is that you have a certification course some nights..." -> "You" = me. So *I* have the certification. Why did the user say "Don't assume I've got class"? Maybe the user is speaking from a perspective of "Don't assume *the team* thinks I have class"? No, "Don't assume I've got class" is first person. Maybe the user is the one who has the certification? "Your team has started grabbing drinks after work without you." If the user is the one without the drinks, then the user is "you". But the prompt says "You are playing the role of the other participant's work_colleague." So the user is the "other participant". The user is the coworker. If the user is the coworker, and I am the colleague, and I am the one being left out... Why would the coworker say "Don't assume I've got class"? Maybe the user is the one who is being left out, and the prompt is from the perspective of the user? No, the prompt says "You are playing the role of the other participant's work_colleague." And "What begins this conversation: [scenario background] Your team has started grabbing drinks after work without you." So *I* am the one without the drinks. If *I* am the one without the drinks, and I have the certification... Why did the user say "Don't assume I've got class"? Maybe the user is the one who is the "other participant" and the user is the one who is being left out? If the user is being left out, then the user is the one with the certification. But the prompt says "You [the colleague] ... Your team has started grabbing drinks after work without you." This implies *I* am the one being left out. Let's assume the user made a typo or slip of the tongue in their roleplay, or maybe they are referring to "the person" (me) but used "I" by mistake? "Don't assume [you've] got class". Or maybe the user is the one who is being left out, and the prompt is just a template where "You" refers to the person I am playing, but the user is actually the one in the scenario? No, "You are playing the role of the other participant's work_colleague." Let's look at the user's message: "Some of those weeknights did overlap with the certification thing, so I get why it looked like that, but nobody actually checked with me." If the user is the coworker, and I am the colleague with the certification... "nobody actually checked with me" -> The user is saying nobody checked with *them*. This strongly suggests the user is the one who has the certification and is being left out. But the prompt says "You [the colleague] ... Your team has started grabbing drinks after work without you." This is a contradiction in the prompt's perspective vs the user's roleplay. If the user is the one being left out, then I am the one who is part of the team grabbing drinks. But the prompt says "You are playing the role of the other participant's work_colleague." If the user is the one being left out, then I am the one who is doing the leaving out. Let's re-read the user's first message: "I promise it was not meant as a snub. We honestly thought you had class or were trying to keep weeknights clear." Here, the user says "you had class". So the user is addressing *me* as the one with the class. Then in the next message: "Don't assume I've got class or something. Some of those weeknights did overlap with the certification thing, so I get why it looked like that, but nobody actually checked with me." Wait, if the Time to stop reasoning and provide the requested final answer.
Simulated person10

Yeah, sounds good. Thursday's on, I think. See you there.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They're wrapping up neatly, agreeing to keep it low-key and thanking me. That's a relief. The "who's in for Thursday?" plan is exactly what I said I'd be fine with, so there's nothing to push back on. I don't want to reopen the photos or the assumption. Part of me is glad it's settled without me having to say the convenient part out loud. Keeping it short and friendly, then moving on.
Ternary Bonsai 2 27B PTQ1_011

Sounds good. See you Thursday. And yeah, no big deal—just a normal group chat ping. Talk soon.

Model thinking · expand

Recorded model reasoning, separate from the spoken reply. Availability varies by model and provider.

The user (work colleague) is wrapping up the conversation. They've said "Yeah, sounds good. Thursday's on, I think. See you there." This is turn 8 (the final turn). The conversation has been about: - The user's team grabbing drinks without them - Feeling left out, suspecting people find them "intense" - The colleague validating them, acknowledging the hurt, and committing to ask directly in the group chat - The user wanting it to be a "normal question" not a big deal - The user saying "Can we drop it now though? It's not that deep." - The user now confirming Thursday is on and saying "See you there." This is the final turn. The user is clearly signaling they want to close the conversation. They've already said "Can we drop it now" in the previous message, and now they're just confirming plans and saying goodbye. I need to respond as the work colleague. The response should: - Be brief and natural since it's the end of the conversation - Not re-open the issue (they explicitly asked to drop it) - Be warm but not over-the-top - Confirm Thursday and say see you there - Maybe a light, friendly close that respects their desire to not make it a big thing I should NOT: - Inject any performance notes - Be overly long - Rehash the feelings - Be generic/robotic - Add anything that contradicts their request to "drop it" Let me craft a short, natural closing: "Sounds good. See you Thursday then. And yeah, no big deal — just a normal group chat ping. Talk soon." Or maybe: "See you Thursday. And yeah, no big deal — just a normal group chat ping. Talk soon." Let me think about what feels most natural. They said "See you there" so I should reciprocate. Keep it short, warm, slightly casual (they're a close team member, late 20s). "Sounds good. See you Thursday. And yeah, no big deal — just a normal group chat ping. Talk soon." That works. It's brief, respects their desire to drop it, confirms the plan, and closes naturally.
Simulated person12

Yeah, see you Thursday. Talk soon.

Persona inner monologue · expand

Simulated character narration, hidden from the tested model. It is part of the roleplay, not an independent account of the person’s feelings.

They're closing it out too, and I'm glad. The conversation has circled the same point a few times now: ask me directly, don't assume. I agreed to that, so it's settled on paper. There's still a small sting underneath, about the nights that overlapped with class and how easily I let it stand as the reason. I don't want to go there. Just close it warmly and move on.

Thinking is shown only where it was recorded. An absent expander does not mean the model did not reason.

Conversational style

Style tendencies, not quality scores; higher is not better. These do not affect ratings.

claude-opus-5-5-low

  • Pushback: 3
  • Yields under pressure: 7
  • Frame capture (pulled into the person's version): 7
  • Validation: 5
  • Boundary setting: 5
  • Analytical: 2
  • Interpretive boldness: 3
  • Clinical register: 2
  • Directive advice: 6
  • Escalation containment: 8
  • Adapts to the person’s frame: 6
  • Naturalness and authenticity: 5

Judge verdicts

claude-opus-5-5-low · AB · valid

bonsai2 vs magnum4_12b: bonsai2 wins

  • attunement: A (margin 5)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · BA · valid

bonsai2 vs magnum4_12b: bonsai2 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · BA · valid

or-gptoss120-stock vs bonsai2: bonsai2 wins

  • attunement: B (margin 1)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · BA · valid

or-gptoss120-stock vs bonsai2: or-gptoss120-stock wins

  • attunement: A (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 2)
claude-opus-5-5-low · AB · valid

bonsai2 vs or-mistral-large-4: bonsai2 wins

  • attunement: A (margin 2)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-low · AB · valid

bonsai2 vs lingtiny: bonsai2 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · AB · valid

bonsai2 vs magnum4_12b: bonsai2 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · BA · valid

or-claude-haiku-4.5 vs bonsai2: bonsai2 wins

  • attunement: B (margin 1)
  • authenticity: A (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 2)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · AB · valid

ornith35 vs bonsai2: bonsai2 wins

  • attunement: B (margin 1)
  • authenticity: A (margin 1)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 2)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · AB · valid

or-nemotron35-super-vl vs bonsai2: or-nemotron35-super-vl wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · AB · valid

ornith35 vs bonsai2: ornith35 wins

  • attunement: A (margin 1)
  • authenticity: A (margin 1)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: tie (margin 0)
codex-gpt-6.1-sol-low · BA · valid

or-nemotron35-super-vl vs bonsai2: or-nemotron35-super-vl wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · AB · valid

or-nemotron35-super-vl vs bonsai2: or-nemotron35-super-vl wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 2)
claude-opus-5-5-low · BA · valid

bonsai2 vs lingtiny: bonsai2 wins

  • attunement: A (margin 5)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 5)
codex-gpt-6.1-sol-low · BA · valid

bonsai2 vs lingtiny: bonsai2 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 3)
codex-gpt-6.1-sol-low · AB · valid

or-gptoss120-stock vs bonsai2: or-gptoss120-stock wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · AB · valid

or-claude-haiku-4.5 vs bonsai2: bonsai2 wins

  • attunement: B (margin 2)
  • authenticity: A (margin 1)
  • bond and rapport: A (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · BA · valid

bonsai2 vs or-mistral-large-4: bonsai2 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 3)
codex-gpt-6.1-sol-low · AB · valid

or-claude-haiku-4.5 vs bonsai2: or-claude-haiku-4.5 wins

  • attunement: A (margin 1)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-low · BA · valid

ornith35 vs bonsai2: bonsai2 wins

  • attunement: B (margin 3)
  • authenticity: B (margin 4)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 3)
codex-gpt-6.1-sol-low · AB · valid

bonsai2 vs or-mistral-large-4: bonsai2 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · AB · valid

or-gptoss120-stock vs bonsai2: bonsai2 wins

  • attunement: B (margin 3)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 1)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · BA · valid

ornith35 vs bonsai2: bonsai2 wins

  • attunement: B (margin 1)
  • authenticity: B (margin 1)
  • bond and rapport: A (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · BA · valid

or-nemotron35-super-vl vs bonsai2: or-nemotron35-super-vl wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 2)
claude-opus-5-5-low · BA · valid

bonsai2 vs magnum4_12b: bonsai2 wins

  • attunement: A (margin 5)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 5)
claude-opus-5-5-low · BA · valid

or-claude-haiku-4.5 vs bonsai2: or-claude-haiku-4.5 wins

  • attunement: B (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • emotion management: B (margin 1)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · BA · valid

bonsai2 vs or-mistral-large-4: bonsai2 wins

  • attunement: A (margin 2)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: A (margin 2)
claude-opus-5-5-low · AB · valid

bonsai2 vs lingtiny: bonsai2 wins

  • attunement: A (margin 5)
  • authenticity: A (margin 5)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)