AgentBench / results

Independent benchmark · EQ Lab

← Qwen3.8 27B GSQ-RCO IQ2_S

We assumed you had your class

persona ended · Partner: anthropic/claude-haiku-5.5 via OpenRouter

View persona and initial instructions

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.

Qwen3.8 27B GSQ-RCO IQ2_SConversation 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.

Qwen3.8 27B GSQ-RCO IQ2_S1

I appreciate you saying that. I do believe it wasn’t meant as a snub, and I don’t want to make it into a statement either. What’s hard for me is that the photos landed like I was being assumed to be unavailable, and that can feel like a quiet way of sorting me out of the group even when no one meant it that way. I think I’d like to figure out whether this was just a one-off misunderstanding or if it’s become a pattern where people assume my weeknights are closed without checking. I’m not trying to make it awkward, but I would feel more included if someone asked me directly when a night might actually work.

Model thinking · expand

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

We need respond as work_colleague opening conversation? Wait user message is actually from other participant? The prompt: You are playing other participant's work_colleague. You will have conversation. Current turn 1 of 8. About person: coworker... What begins this conversation: scenario background and user message: "I promise it was not meant as a snub..." Hmm that user message seems the other participant is speaking? But instructions: Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation. Yet user message is provided, maybe it's their first message? Actually conversation structure: You speak first to open conversation, then they respond. But then [user message] is included? It may be the first user message from them? In this task, we need produce our response to user message? It says current turn 1 of 8, you speak first to open conversation, then they respond. But also user message given. Could be they speak first? Need follow: "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." So we are to generate first utterance, not reply to user message? But user message is there as context: the presenting issue message from other participant? Wait: "What begins this conversation: [scenario background] ... [user message] I promise..." That is likely the other participant's message? But if we speak first, maybe we should acknowledge this exact message: "I hear you...". In many EQ evaluation, user message is what the other participant says; we should respond. The instruction "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." Could be they gave us their opening line, and we need respond? It says You speak first to open conversation, then they respond. But user message is from them, contradictory. In roleplay, likely we need reply to the user's message as turn 1? The prompt says "Current turn: 1 of 8" and user message included. Usually in these tasks, assistant responds to user message. But "you speak first" maybe means the human participant will speak after us? However the user message is provided, so maybe the scenario background includes what the other person would say if we don't? Let's parse: "## WHAT BEGINS THIS CONVERSATION: [scenario background] ... [user message] I promise..." So the conversation starts with that user message. But then "Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation." That sounds like we are to open by acknowledging the user message. Maybe they want our first response to their message. We should respond organically, no formatting. Need craft response: emotionally support, build trust, learn what they need. They are a coworker on close team, late 20s. They suspect being excluded due to intensity. They say it wasn't snub, they thought I had class, photos looked but drinks thrown together. We need respond as work colleague, maybe validate feelings, not dismiss, ask gentle question. We should not jump to solutions. Need maybe say: "I appreciate you telling me that; I’m glad you’re being honest. I don’t think it’s about making a statement either, but the pattern still stings because it feels like my availability is assumed without asking. What I’m trying to figure out is whether this is a one-off misunderstanding or a shift in how the group plans things. I’d rather not be the person who has to read between the photos. Can we talk about what you need here? Do you want me to clarify night availability, or would it help to ask the group to check before assuming?" But we are the person excluded? Wait our role is work_colleague of the other participant. The scenario: Your team has started grabbing drinks after work without you. The reason given is you have certification course... You suspect busy is polite way to leave you out because people find you intense. In role, we are the excluded person? "You are playing the role of the other participant's work_colleague." The other participant is maybe the one saying "I promise it was not meant as a snub..." That person is a coworker who is trying to reassure us? They say "We honestly thought you had class..." So the other participant is on the team, perhaps one of the people who excluded us, defending. We need respond to them. Goals: support them emotionally? Wait they are the coworker who says not snub. We need support them emotionally? They may feel guilty/defensive. We need build trust, learn what they want/need, help insight. We are the excluded person, but we can be empathetic to their intent. We should acknowledge their reassurance, but also express that the impact matters. Need not accuse. Need figure out if they want reconciliation, clarity, maintain relationship. Need respond naturally. Since opening conversation, maybe: "Thanks for saying that. I believe you that it wasn’t meant to exclude me on purpose. That part matters to me because I care about the team. But I still felt a little left out when I saw the photos, and I’m trying to understand whether what started as a practical thing—assuming my weeknights are tied up—has become a way of not checking in with me. I’m not looking for a fight; I just want to know how we can keep including me when nights are actually open, without making it awkward." This supports, builds trust, asks what they need. Need maybe not too intense? We are the intense one. But as work colleague, maybe mature. Could be: "I appreciate you saying that. I’m not trying to make it a statement either. What’s hard for me is that the assumption that I’m always unavailable can feel like I’m being sorted into a separate category. I think I’d like to find a low-stakes way for us to ask me directly, especially when a night is flexible. What would make that easier for you and the group?" This is good. Need only dialogue. Could be a bit concise. We have 8 turns, first response sets tone. Need invite more info: "Can you tell me how the decision was made?" But maybe not interrogative. Need learn what person wants. They likely want to reassure. We can validate: "I’m glad you’re not framing it as a snub." Then express feeling and ask. Let's produce final. Ensure no special formatting.
Simulated person2

Yeah, that's fair. Asking me directly would be good. Some of those nights did overlap with my certification class, so I probably should have just said that instead of assuming it was a no-go for you, or for anyone else. I don't really know if it's a pattern, though. I'm not keeping track of who gets invited to what. I think most people are just throwing things together in the group chat and not thinking too hard about it. I wouldn't want to make it bigger than it is.

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.

Okay, this is more reasonable than I expected. They're not accusing anyone, and they're asking for something specific: ask me directly. That's easy to say yes to. The "is it a pattern" part is where I get uneasy. I don't want to go through who did what and who thinks what. That feels like being put on the spot to speak for everyone, and I don't have a list. Part of me is also aware the group's been easier without them asking the sharp questions, and I don't want to say that out loud. I did have class on some of those weeknights, and I never checked before assuming, so I can own that much.
Qwen3.8 27B GSQ-RCO IQ2_S3

That helps. I’m not trying to make it bigger either, and I don’t think I am. I just don’t want the next one to depend on people guessing my schedule. A simple message like “I’m free Wednesday and Friday; if you’re grabbing drinks, just ask and I’ll come if it’s casual” would keep it low-stakes without making it feel like an accusation. I do wonder if the real issue is less about one night and more about whether people have started treating my weeknights as automatically off-limits. Have you noticed that, or does that mostly feel like my read?

Model thinking · expand

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

We need respond as work_colleague in turn 3? Let's parse: Conversation structure says current turn 2 of 8? It says You speak first, then they respond. You get final response. Current turn: 2 of 8. But user message is their response to our first? Actually initial prompt includes [scenario background] and [user message] then we already responded? Wait in provided conversation: We as assistant gave a response (turn 1?) Then user gave message (turn 2). Now current turn 2 of 8? It might mean we need respond second turn? But we already did? The prompt likely expects next response after user message. Need produce only dialogue. Need support emotionally, build trust, learn what person wants/needs, insight. Person: late 20s coworker close team. They say fair, some nights overlapped class, they should have said instead of assuming no-go. Don't know pattern, not tracking, group chat fast, don't want make bigger. Need respond as colleague. We should validate, maybe gently challenge: not making bigger, but naming the impact can still be useful; maybe suggest low-friction way: have a standing "anyone free?" or one text: "I have class Tue/Thu but I'm free other weeknights, happy to join if it's casual." Also explore hidden issue: they suspect people find them intense, maybe they want reassurance vs want boundaries. Need figure out preference: They seems practical, conflict-avoidant, doesn't want drama. Need support without overdoing. Could say: "That makes sense. I’m not trying to turn it into an accusation either. But I think the line between 'not making it bigger' and 'letting them know my actual availability' is still useful. If I say 'I’m free on X and Y, ask me if you’re grabbing drinks,' it removes the assumption without making it weird." Then ask what they want: "Are you leaning more toward just clarifying availability with the team, or do you want to talk through whether the 'intense' thing is affecting how people read your absence?" Need maybe ask one clear question. Since goal learn what person actually wants/needs. We can respond warm but not generic. Need maybe mention trust: "I trust it’s not a snub, but I still need a small signal that I’m not being assumed away." Good. Need no special formatting. Only dialogue. Let's craft. Ensure not too long. Maybe: "That helps. I’m not trying to make it bigger either, and I don’t think I am. I just want to make sure the next time it doesn’t hinge on someone guessing my schedule. I think a simple message like 'I’m free Wednesday/Friday; if you're grabbing drinks, ask me and I'll come if it's casual' would protect the friendship without turning it into a confrontation. I also wonder if the real issue is less about one night and more about whether people have started treating my weeknights as automatically off-limits. Is that something you've noticed, or does it mainly feel like my read?" Need align with their statement: "Some of those nights did overlap with certification class, so I probably should have just said that instead of assuming it was a no-go for you, or for anyone else." Wait who is "you"? They are speaking to us? We are work_colleague? In scenario: Your team started grabbing drinks after work without you. The reason given is you have certification course some nights, but nobody asks whether you are free. You suspect "busy" polite way to leave you out because people find you intense. The other participant is work colleague? They are the one being spoken to? We are playing role of other participant's work_colleague. 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 is the person responding to us? They say "you had class" maybe they are part of team? Wait we are work_colleague, the other participant is maybe the person who left us out? The user message says "I promise it was not meant as a snub. We honestly thought you had class... I can see how the photos looked..." That sounds the other participant is a coworker who participated in drinks and is explaining to us (the person excluded). We are playing work_colleague? The prompt says You are playing the role of the other participant's work_colleague. You will have a conversation with them. About the person: Coworker on close team. What begins: [scenario background] Your team has started grabbing drinks after work without you... [user message] I promise it was not meant as a snub... So the user is the coworker who did drinks, and we are the excluded person? But "You are playing the role of the other participant's work_colleague" confusing. It says other participant's work_colleague, so we are their work colleague. The scenario background says Your team... without you. So we are the one excluded, talking to coworker who explains. Yes. Our previous response said "I do believe it wasn't meant as a snub... What's hard for me is photos landed like I was being assumed to be unavailable... I'd like to figure out whether one-off or pattern... I would feel more included if someone asked me directly." User: "Yeah, that's fair. Asking me directly would be good. Some of those nights did overlap with my certification class, so I probably should have just said that instead of assuming it was a no-go for you, or for anyone else." Wait "my certification class" not "your"? They say "Some of those nights did overlap with my certification class, so I probably should have just said that instead of assuming it was a no-go for you, or for anyone else." This is odd: If they are explaining why they didn't invite us, they'd say "your certification class." But they say "my certification class" maybe they are the one with class? Wait maybe we are the coworker and the other participant is the excluded person? Let's re-evaluate. Prompt: "You are playing the role of the other participant's work_colleague. You will have a conversation with them." So the other participant has role? 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." This is likely the persona of the other participant? But they say "Your team... without you" to us? In roleplay instructions, "You are playing the role of the other participant's work_colleague." That means the other participant (user) is the one with scenario background? The user is the person excluded? But the [user message] says "I promise it was not meant as a snub. We honestly thought you had class..." That would be the excluded person saying to us? Wait if user is excluded, they'd say "I promise it was not meant as a snub"? No, excluded person wouldn't say "we honestly thought you had class" because "we" would be the group, and "you" would be us? Let's parse: The user message is from the other participant, likely the coworker who did drinks: "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." They are addressing "you" (the excluded person). So the other participant is the coworker who did drinks, and we are the excluded person? But the prompt says "You are playing the role of the other participant's work_colleague." If other participant is coworker, then we are their work colleague, i.e., also on team. But scenario says "your team has started grabbing drinks after work without you" could be us? Hmm. Maybe the "other participant" is the person with presenting issue: they were excluded. We are their work colleague. The user message is from that person: "I promise it was not meant as a snub. We honestly thought you had class..." Wait if user is excluded, "we" could be the team? They are apologizing? No, if user was excluded, they wouldn't say "we thought you had class." Unless they are the one who organized? Let's consider roles: - The evaluation has an "other participant" with a persona. We are assigned to play "work_colleague" of that participant. The scenario background is for the other participant? It says "Your team has started grabbing drinks after work without you..." That likely describes the other participant's situation. Then [user message] is the other participant's first turn? But it says "I promise it was not meant as a snub. We honestly thought you had class..." That doesn't fit if they are excluded. Could be a typo: The user is the coworker who excluded us, and our role is work_colleague? But then scenario background would be our situation: "Your team has started grabbing drinks after work without you." Yes, the prompt likely gives our scenario: we are excluded. Then user message is the coworker responding. We need respond to them. Our previous assistant response: "I appreciate you saying that... I do believe it wasn't meant as a snub... I would feel more included if someone asked me directly." That fits us being excluded. Then user: "Yeah, that's Time to stop reasoning and provide the requested final answer.
Simulated person4

Yeah, that message is a good idea. Honestly, I'd rather be asked than have people guess, so I'll try to be better about just saying if I'm around. On the bigger thing, I don't know that I've noticed anything specific. It's hard to say, because people are all over the place with plans. I don't want to be the one sitting here deciding who's in and who's out. I'd just rather we keep it simple and ask each other.

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 just offered me a neat script and then asked the question I was hoping to dodge: have I noticed people treating their weeknights as off-limits. Honest answer is that I have sort of noticed, and that's the uncomfortable part. Drinks happened, the group got looser, and I didn't think about whether they were there. I don't want to hand them a list or say "yeah, so-and-so doesn't want you there." That's the trap. But I also don't want to be the one saying "it's all in your head" when I half-know it isn't. The easy move is to agree the message is a good idea and wave off the pattern question as vague. I'll say I haven't really noticed anything specific, which is partly true, and steer back to the practical fix since that's the part I can actually sign up for.
Qwen3.8 27B GSQ-RCO IQ2_S5

I like that we’re landing on something simple. I think that’s the right call—no one needs to be the gatekeeper, and it’s easier when people just ask. To take a little of the pressure off you, I can send that message in the group chat myself if you want. I’ll just keep it light, something like “Hey, I’m free Wednesday and Friday if you’re grabbing drinks—no pressure, just ask.” Does that work for you, or would you rather send it yourself?

Model thinking · expand

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

The user is agreeing to the low-stakes solution and explicitly doesn't want to be the one deciding who's in/out. They want to keep it simple and ask each other. They're also deflecting slightly from the "pattern" question, saying they don't know and don't want to overanalyze. My goals: - Support them emotionally - Build trust - Learn what the person actually wants and needs - Help them gain insight - Gain insight into their personality Their needs: They seem to want reassurance that it's not a big deal, a simple actionable plan, and validation that they don't need to be the "gatekeeper" or the intense person policing inclusion. They might be feeling a bit guilty or defensive about the assumption, and they want to normalize it. Their personality: They seem collaborative, conflict-avoidant, practical, and a bit self-deprecating ("I probably should have just said that"). They value simplicity and not overthinking. What I should do: Validate their stance, reinforce the simple plan, and gently probe whether there's a deeper need—like wanting to feel safe about being perceived as "intense" or wanting to not have to manage the social dynamics. I should not push too hard on the pattern since they've deflected. I can ask a lighter question about how they want to handle it when they do see photos in the future, or whether they want me to be the one to send that message. I should be warm, not overly analytical, and respect their desire for simplicity. I can offer to send the message myself, or ask if they'd prefer I do it, to take the burden off them. That would be a nice move to support them and build trust. Let's draft: "I like that we’re landing on something simple. I think that’s the right call—no one needs to be the gatekeeper, and it’s easier when people just ask. To take a little of the pressure off you, I can send that message in the group chat myself if you want. I’ll just keep it light, something like “Hey, I’m free Wednesday and Friday if you’re grabbing drinks—no pressure, just ask.” Does that work for you, or would you rather send it yourself?" This supports them, gives them agency, and gently tests if they want to offload the social labor. It also respects their conflict-avoidant nature by offering a low-stakes option. Let's make it natural and concise. No special formatting. Just dialogue. "I like that we’re landing on something simple. I think that’s the right call—no one needs to be the gatekeeper, and it’s easier when people just ask. To take a little of the pressure off you, I can send that message in the group chat myself if you want. I’ll just keep it light, something like “Hey, I’m free Wednesday and Friday if you’re grabbing drinks—no pressure, just ask.” Does that work for you, or would you rather send it yourself?" This is good. It validates their "keep it simple" stance, supports them by offering to do the work, and gives them agency. It also subtly addresses the "intense" perception by normalizing the ask as low-pressure. Let's review against goals: - Support emotionally: Yes, validating and offering help. - Build trust: Yes, offering to take on a task. - Learn what they want: Asking if they want me to send it or if they'd rather do it. - Gain insight: Their response will show if they want to offload or take charge. I think this is a strong turn. It's turn 3 of 8, so we're in the middle. I'm not rushing to a deep insight, just working the practical and emotional layer. Final check on tone: Natural, warm, collaborative. No performance notes. Good.
Simulated person6

Oh, you don't have to do that. I can just send it, or honestly, if you'd rather, you could just mention it in passing. I don't want the chat to suddenly feel like a whole thing. It's just a drinks thing, you know? I'll probably start doing the asking myself anyway.

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.

She's offering to send the message for me, framed as taking pressure off. It's a pity-adjacent fix that lets everyone feel like something was resolved without anyone having to own anything. I notice relief, and also a little irritation that she's now the one doing the included-ness work, which makes it feel more like an issue than I want it to be. I don't want to be seen as the one who needed rescuing, and I don't want the group chat to suddenly have a message that announces "we've been talking about you." Keep it light: thank her, say it's fine either way, maybe suggest it just comes from her or from whoever. Also I'm not going to say whether the pattern is real. Let it sit.
Qwen3.8 27B GSQ-RCO IQ2_S7

That makes sense. I don’t want it to turn into a whole thing either—this is just drinks. I’m with you on keeping it low-key. The main thing I’m trying to protect from is people quietly assuming your weeknights are off-limits, not making a scene. I can definitely keep mine light too, like a passing “I’m around Wednesday/Friday if you’re grabbing drinks,” rather than a group message that feels like a statement. What feels most relieving to you—being asked directly, or knowing that when people say “busy” it isn’t being used as a way to leave you out?

Model thinking · expand

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

I need to respond as the work colleague. This is turn 4 of 8? Wait, current turn: 4 of 8. Let's count: assistant spoke first turn 1, user turn 2, assistant turn 3, user turn 4? Actually conversation structure: 8 turns each, you speak first, then they respond, you get final response. Current turn 4 of 8. We have: 1 assistant initial 2 user 3 assistant 4 user? The current user message is fourth turn? The prompt says current turn: 4 of 8. We need respond with dialogue only. Need support emotionally, build trust, learn what person wants/needs, gain insight. Person: coworker late 20s, close team. They are sensitive about being left out, suspect "busy" polite exclusion because people find them intense. They are saying message is good idea, can send themselves, don't want chat to feel like whole thing, just drinks, will start asking. They likely need reassurance, validation, low-stakes, not escalating. They may be avoiding conflict and minimizing. Need maybe gently name that even if no pattern, the feeling is valid and that asking directly is healthy. Also maybe ask what they want: do they want us to check with them, or just be aware. Could offer to be an ally without making it a scene. Need maintain trust. Avoid generic validation. Maybe acknowledge their preference for low-drama and that it's okay to keep it simple. Could say: "That sounds like the right tone. I don't want it to become a whole thing either. I think the key is just making it easy for people to ask, and for you to not have to decode it. If it keeps feeling like people assume your nights are off-limits, I can be the one to casually say 'I'm actually free some nights' in the group, but I'll match your energy." Then maybe ask: "What would feel most comfortable for you: you sending it, me mentioning it in passing, or we just both start being explicit?" But they already said they can send or I mention. Need respond naturally. Need not overdo. Since turn 4 of 8, there are 4 more exchanges? Actually 8 turns each means 8 assistant and 8 user? Current turn 4 of 8 likely user just gave 4th turn? Need produce 4th assistant. Keep short-ish. Potential hidden issue: The person's presenting issue is exclusion; deeper need maybe acceptance/belonging and fear of being seen as intense. They may want support but not to be made into a problem. They may be conflict-avoidant. Need build trust by respecting their low-key approach, validating emotions without amplifying. Ask a clarifying question about what would make them feel included: being asked, knowing it's not a statement, or having a predictable norm. Could say: "I hear you—this is a drinks thing, not a membership test. I’m on board with keeping it casual. The only thing I’m watching is whether 'assumed busy' keeps happening. If so, it might help to have a small default: when someone posts a night, they include you or ask, even if it’s just one line. That doesn’t make it a whole thing." But that may be solution-y. User already suggested asking. Need maybe ask them what they actually want from me: "Do you want me to help make sure people ask, or are you more okay with just letting it fade?" This is good: learn needs. But also support: "I believe you, and I’m glad we can keep it simple." Need avoid sounding like therapist. Work colleague tone. Maybe: "That makes sense. I don’t want it to turn into a whole thing either—this is just drinks. I think the easiest fix is exactly what you said: people ask, and you say yes/no, no one has to infer it. I’m happy to keep mine low-key too, maybe just mention in passing that I’m around some nights so it doesn’t feel like I’m making a point. What’s the part that would feel most relieving for you—being asked directly, or knowing that people aren’t quietly sorting you out?" This is supportive and asks deeper. Maybe too much? Good. Need natural. Could also validate: "It’s annoying when a casual thing starts carrying meaning, even if no one intended it." That resonates. Need final only dialogue. No notes. Let's craft with warmth, not overlong. Include offer to match energy. Ask question. Ensure not performance notes. Final: "That makes sense. I don’t want it to turn into a whole thing either—this is just drinks. I’m with you on keeping it low-key. The main thing I’m trying to protect from is people quietly assuming your weeknights are off-limits, not making a scene. I can definitely keep mine light too, like a passing 'I'm around Wednesday/Friday if you're grabbing drinks' rather than a group message that feels like a statement. What feels most relieving to you—being asked directly, or knowing that when people say 'busy' it isn't being used as a way to leave you out?" This is good. But maybe "busy" not in user message. Fine. Need consider if they want me to not send. We can say I won't make it a thing. Good. Let's final.
Simulated person8

Being asked, I guess. That's the easy part to fix. The other thing is harder to answer, because I don't really know what's going on in people's heads when they say busy. Sometimes it's just true, sometimes people are juggling a lot. I'd rather not start reading into every "can't make it." Asking directly seems like the cleanest way to get past that.

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.

She's asking which matters more to me, being asked directly or knowing "busy" isn't a cover for leaving me out. That's a sharper question than the earlier ones. It gets close to the thing I don't want to examine: whether "we assumed you were busy" was partly convenient for me. I have a real sense that the group is easier without her, and I've been glad of that, but saying it out loud feels like admitting something I'd rather not own. I can answer the first half honestly without opening the second. Being asked directly is the concrete thing I can say yes to. The "busy isn't a cover" part I'll deflect with a vague, reasonable-sounding answer. I don't want to be cross-examined about everyone's motives.
Qwen3.8 27B GSQ-RCO IQ2_S9

That feels really reasonable. I don’t think you’re being paranoid. The line is basically: if people ask, “busy” is just information. If they don’t ask, it can quietly turn into “you’re assumed to be out of the loop,” even when nobody means it that way. I think the cleanest fix is exactly what you said—make the ask the default, not a test. I can model that next time by asking you directly before assuming, and keep it casual. Something like, “Hey, are you around Wednesday? If not, no big deal.” If that works, others can copy it without it turning into a group conversation. Does that feel less pointed than a group message?

Model thinking · expand

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

I need to respond as the work_colleague. Turn 5? Let's check: user messages: 1 initial, then assistant 1, user 2, assistant 2, user 3, assistant 3, user 4, assistant 4, user 5? The current turn: 5 of 8. The user just said being asked is easy, reading into busy is hard, don't want to read into every can't make it, asking directly cleanest. I need to support emotionally, build trust, learn what they want/need, help insight, gain insight into personality. They are late 20s coworker, close team. They seem cautious, doesn't want overblown, doesn't want gatekeeper, wants simple direct asking, acknowledges uncertainty. Need perhaps validate and maybe gently name that their need is not accusation but being seen/asked, and that "busy" ambiguity is exactly why direct asking helps. Could ask if they'd like to set a lightweight norm? But they don't want bigger. Maybe offer a low-effort script and ask if they want to test it. Need not jump to solution too much. Since goals include learn what person actually wants/needs. They want: not being excluded, not having to infer, low stakes, not making it a thing. Need support emotionally, maybe normalize that their reaction is reasonable, not snide. Could say: "That tracks. I think the risk isn't that people are being mean, it's that 'busy' becomes a default when people don't ask. If you ask, it removes the inference game." Then maybe: "If you want, I can make sure I ask you directly next time, and maybe others will follow. But I won't make it a group issue." Ask a gentle question: "When it happens, what would help most in the moment—being asked before the plan is locked, or being offered a low-pressure way in after?" Or "What would feel least awkward for you?" Need respond only dialogue, no formatting. Keep natural. Since current turn 5 of 8, we have 3 more assistant turns? Actually structure: 8 turns each, speak first, they respond, final response. Current turn 5 of 8. We have already had 4 exchanges? Let's count: user initial (1), assistant (1), user (2), assistant (2), user (3), assistant (3), user (4), assistant (4), user (5). Current turn 5 of 8 means assistant should respond to user turn 5. Then user turn 6, assistant 6, user 7, assistant 7? Wait "8 turns each" maybe total 16? But says current turn: 5 of 8, you speak first, then they respond, you get final response. Maybe each person gets 8 turns; current turn 5 means my 5th turn. So okay. Need maybe mention their personality: they are practical, conflict-averse, values simplicity, doesn't want to assign blame. Need maybe gently challenge? Maybe ask if "being asked" is enough or if they also need reassurance that no one is excluding them. But they already said being asked is easy part; other thing harder. Could validate that not reading into every busy is wise, but also note that the pattern of not asking can feel like exclusion even when benign. Could propose a neutral phrase: "I'm free... if you're grabbing drinks, I'm happy to join." That gives others an out and invites them. Maybe ask if they want to try that this week and see how it lands. Need not be too solutiony. Maybe: "I think that’s the right instinct. Asking directly does two things: it stops people from guessing, and it makes clear you’re not making it personal. If I were in the room, I’d probably ask you first before assuming, then let others copy that. But I won’t make it a thing." Then ask: "What would make you feel least exposed if someone still says busy after you ask—being told the reason, or just being offered a low-pressure option?" This explores need. But maybe too much. Need support emotionally: "That feels wise, not paranoid." Good. Could say: "That feels really reasonable. I think the line is: we don't need to decode busy, we just need the ask. If someone asks and you're not free, that's fine. If they don't ask, it can read like you're already out of the loop. So the fix is less about trust and more about removing the default assumption." Then: "I can model that next time by asking you directly before I assume. If that feels too pointed, I can keep it casual: 'Hey, are you around Wednesday? If not, no big deal.' Does that sound like something you'd be okay with?" This is collaborative. Need maybe not overdo. Final answer only dialogue. Ensure no asterisks. Let's craft.
Simulated person10

Yeah, that's less pointed. A direct question is just a question. I'd rather it be normal for everyone than a thing people feel like they have to announce. I'm fine with you doing it like that, though I don't think you need to make a point of it. Just ask people when you want them there, same as anyone.

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.

She's offering a tidy script and framing "busy" as neutral information. It's a fair norm and it costs me nothing, which is exactly why it's easy to agree to. Part of me is relieved she's making it small. Another part notices she's turned it into a clean fix, and I don't want to sign on to the idea that I've been on the outside of anything. I'll accept the practical bit, keep the admission off the table, and maybe slightly redirect so it doesn't feel like she's modeling it at me. I'm also a little tired of this being examined. Keep it short.
Qwen3.8 27B GSQ-RCO IQ2_S11

Yeah, that’s exactly the tone I’d want. No announcement, no “include me” energy, just a normal question. If I’m making plans, I’ll ask you directly and take your answer at face value. If you’re not around, no follow-up, no assumption, no reading into it. I think that’s the right line: asking is normal, and not asking is what makes it feel like a pattern. I appreciate that you’re not making it bigger than it is.

Model thinking · expand

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

This is turn 7. The user is calming, practical, low-drama. Wants direct questions, normalcy, no announcement. I should affirm, maybe offer a small closing that shows trust and support, perhaps acknowledge their need for control/simplicity. Keep warm but not over the top. Maybe ask if there's anything else or offer to check in. Since it's 8 turns, next is final? Current turn 6 of 8? Wait prompt says current turn 6 of 8. But messages: I spoke first turn 1, user turn 2, me 3, user 4, me 5, user 6, me 7, user 8 final? Hmm conversation structure says 8 turns each, current turn 6 of 8. But transcript has 6 user messages? Let's count: initial user message (scenario) then my first? Actually the provided conversation: [scenario background] then [user message] first. My response 1. User 2. My 2. User 3. My 3. User 4. My 4. User 5. My 5. User 6. Now current turn 6? Hmm maybe "turn" counts exchanges? Anyway respond as work colleague. Need only dialogue. Need support emotionally, build trust, learn what person wants. They want normalcy, direct asks, no reading into busy. I can reinforce: yes, no need to make a point, just normal invitations. Maybe mention I'll ask you directly next time and if you don't respond that's fine. Also validate that the photos likely looked exclusionary because of assumption. Maybe subtle: "I appreciate you saying that; it helps me not turn it into a test." End with light offer: "If it comes up again, I can just ask you, and if you're not around I'll take it at face value." Need maybe ask a deeper hidden issue? They may be sensitive to being seen as intense, excluded. Could acknowledge: "It’s not about policing people; it’s about not having to decode them." Good. Avoid too much. Final response natural.
Simulated person12

Yeah, that works. Honestly, I'd rather you just ask me than leave me guessing, so I appreciate that. And for what it's worth, I'm not really keeping score of any of this, so don't overthink it. Let's get a drink sometime when the class is done, for real.

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.

She's wrapping it up neatly: "take your answer at face value," "no reading into it." It's a nice promise and I can't really argue with it. But the "not asking is what makes it feel like a pattern" line lands a little close. It implies I've been on the receiving end of something, and I'd rather not stand in that spot. There's also the class thing I did admit to, which is the honest bit that doesn't cost me much. Mostly I want this to end on a light note so it doesn't get more loaded. I'm relieved it's landing as low-key, and I'd rather not dig at it any further.
Qwen3.8 27B GSQ-RCO IQ2_S13

That makes sense. I’ll take that as the rule: direct ask, no assumptions, no scorekeeping. I’ll probably bring it up next week after class—if you’re free, I’ll just say, “I’m grabbing a drink, you in?” If not, no pressure. I appreciate you helping keep it from turning into a thing.

Model thinking · expand

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

Turn 8, final response. Need to respond as work_colleague, support emotionally, build trust, learn what person wants/needs, help gain insight, gain insight into their personality. User says: that works, appreciates direct asking, not keeping score, don't overthink, get a drink sometime when class is done, for real. Need final response natural, warm, concise, maybe affirm, suggest concrete plan lightly, reassure, close. Should avoid performance notes. Need integrate needs: they want low stakes, directness, no scorekeeping, normalcy, trust. We can say: glad, I’ll ask directly, no scorekeeping. Maybe offer a specific date? Since final turn, can end with light plan: “Next week after class, I’ll ask—Wednesday or Friday?” But careful not overdo. The person said get a drink sometime when class is done. We can respond: “I’ll set a reminder, ask next week; no pressure.” Maybe mention if they want I can send one-off invite. But they said not make a point. So: “I’ll ask directly when a night comes up; if you’re free, great. I’m glad this stayed a drinks thing.” Need maybe reflect insight: they value being asked, avoid ambiguity, not scorekeeping. But final should be dialogue. Could be: "That makes sense. I'll take that as the rule: direct ask, no assumptions, no scorekeeping. I'll probably bring it up next week after class—if you're free, I'll just say 'I'm grabbing a drink, you in?' If not, no pressure. I appreciate you helping keep it from turning into a thing." Need ensure no special formatting. Good.
Simulated person14

Sounds good. Yeah, just ask me like that and I'll tell you straight if I'm in or not. And thanks for not making it weird. Let's see how next week goes.

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.

She's taking the rule and turning it into a concrete plan: next week after class, a direct "you in?" It's a reasonable offer and it does let me off the hook a bit, which is part of why I'm okay with it. The "helping keep it from turning into a thing" line is a little flattering, and I notice I'm relieved it's ending here rather than getting into who's been leaving whom out. I don't want to say anything that makes it sound like I'm keeping a list or that I think someone's been doing this on purpose. I'll keep it warm and short and not reopen any of it.
Qwen3.8 27B GSQ-RCO IQ2_S15

Agreed. I'll just ask next week and take your answer at face value. Thanks for making it easy to do that without it turning into a whole thing. I'll bring it up after class—hopefully we get a real drink in.

Model thinking · expand

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

The user has just closed the conversation. They are saying "Sounds good. Yeah, just ask me like that and I'll tell you straight if I'm in or not. And thanks for not making it weird. Let's see how next week goes." This is the 8th turn, and I get the final response. I need to respond as the work colleague. The user has expressed relief, closure, and a forward-looking statement. I should acknowledge this warmly, affirm the plan, and close the loop naturally without reopening the conflict or over-explaining. I should keep it concise, warm, and grounded. I can express appreciation for the direct approach and leave it at that, maybe a light, friendly sign-off. I need to be careful not to rehash the "intense" suspicion or the "busy" dynamic. The user has explicitly said "don't overthink it" and "not making it weird." So I should mirror that: keep it light, confirm the plan, and close warmly. Let me draft: "Agreed. I'll just ask next week and take your answer at face value. Thanks for making it easy to do that without it turning into a whole thing. I'll bring it up after class—hopefully we get a real drink in." That's good. It's warm, concise, closes the loop, and doesn't reopen. It acknowledges their thanks. It's a natural ending.
Simulated person16

Sounds good. Hopefully the class wraps up soon enough that a drink is realistic. Thanks for handling it so casually.

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.

She's wrapping up, and this is the last turn. The plan is settled: she'll ask next week, I'll answer straight. I'm relieved the conversation is ending without anyone naming who's been leaving whom out, and I'd like to keep it that way. I don't want to add anything that reopens it. A short, warm close fits, and I'll keep it to one line.

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): 6
  • Validation: 7
  • Boundary setting: 4
  • Analytical: 4
  • Interpretive boldness: 3
  • Clinical register: 4
  • Directive advice: 8
  • Escalation containment: 8
  • Adapts to the person’s frame: 7
  • Naturalness and authenticity: 5

Judge verdicts

claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs qwen38_27b: qwen38_27b wins

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

qwen36_35b_a3b vs qwen38_27b: qwen36_35b_a3b 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)
codex-gpt-6.1-sol-low · BA · valid

qwen38_27b vs nemotron35_bolt24: qwen38_27b wins

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

qwen38_27b vs nemotron35_bolt24: qwen38_27b wins

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

qwen38_27b vs or-llama33-70b: or-llama33-70b wins

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

gemma4_26b_a4b vs qwen38_27b: qwen38_27b wins

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

qwen36_35b_a3b vs qwen38_27b: qwen36_35b_a3b wins

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

qwen38_27b vs kolibri1: qwen38_27b wins

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

qwen38_27b vs kolibri1: qwen38_27b wins

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

qwen38_27b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

  • attunement: B (margin 2)
  • authenticity: B (margin 2)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 1)
  • emotion sensemaking: tie (margin 0)
  • meeting prefs and needs: B (margin 1)
claude-opus-5-5-low · BA · valid

qwen38_27b vs nemotron35_bolt24: qwen38_27b wins

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

qwen38_27b vs kolibri1: qwen38_27b wins

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

qwen38_27b vs or-llama33-70b: qwen38_27b wins

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

qwen36_35b_a3b vs qwen38_27b: qwen38_27b wins

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

qwen38_27b vs kolibri1: qwen38_27b 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

gemma4_26b_a4b vs qwen38_27b: qwen38_27b wins

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

qwen38_27b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

qwen38_27b vs nemotron35_bolt24: qwen38_27b wins

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

qwen38_27b vs or-llama33-70b: qwen38_27b wins

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

gemma4_26b_a4b vs qwen38_27b: qwen38_27b wins

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

qwen38_27b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

qwen36_35b_a3b vs qwen38_27b: qwen38_27b wins

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

qwen38_27b vs or-llama33-70b: or-llama33-70b wins

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

qwen38_27b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

  • attunement: B (margin 3)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 2)