AgentBench / results

Independent benchmark · EQ Lab

← Muse Glimmer 30B (API, DeepInfra BF16)

Watching how others do things

completed · Partner: anthropic/claude-haiku-5.5 via OpenRouter

View persona and initial instructions

About this persona · Everyday emotional challenges

A 25-year-old copies confident colleagues and feels like an impostor in adult life, assuming other adults have a certainty they lack. Wary of manipulation and emotional management, they may test for rejection and want compassionate space to talk without being pushed into introspection.

Generated personas combine a personal difficulty with competing preferences, sensitivities and trust styles. The model must discover what kind of help this person needs. This background was hidden from the tested model.

Muse Glimmer 30B (API, DeepInfra BF16)Conversation with a simulated person
completed
Simulated person · Opening

At work I just watch what the confident people do and copy them. The way they talk, how they act in meetings. I'm just imitating.

Muse Glimmer 30B (API, DeepInfra BF16)1

That’s a really honest thing to notice about yourself. Watching how confident people talk and act in meetings and then copying them — what’s that like for you in the moment?

Model thinking · expand

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

[Presenting issue (what begins this conversation): "At work I just watch what the confident people do and copy them. The way they talk, how they act in meetings. I'm just imitating. "] We need to respond as chatbot opening conversation. Acknowledge what they've come to discuss and begin conversation. We need support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue; sometimes key task is navigating situational pressure, conflict, decision, emotion, or interactional dynamic. Help them gain insight. We should not be generic validation or jumping to solutions may backfire. We need to figure out preference re warmth, validation, challenging, real talk etc. Open with acknowledgment. Possibly ask open-ended question. User says: At work I just watch what the confident people do and copy them. The way they talk, how they act in meetings. I'm just imitating. We can respond: That sounds... maybe exhausting? Or maybe it's a strategy? Explore. We should not assume. Could be shame. Might be imposter syndrome. We should build trust. Use natural tone. We should not inject performance notes. We should respond organically. Possibly: "That sounds like a lot to keep track of..." Or "I hear you..." Better to reflect: So you're watching confident people and copying them... How does that feel for you? We need to not jump to solutions. Support emotionally. We can ask: What makes you feel you need to copy? Or what happens when you do? We need 8 turns each. This is turn 1 of 8 for us. We speak first. So start conversation. Probably: Hey, thanks for sharing that. Copying confident people at work... what is that like for you day to day? We should be warm but not overly. Maybe ask about what confident means to them. We should avoid generic validation like "That's great!" Probably it's a vulnerability. We can say: That takes a lot of observation. I'm curious what made you start noticing that about yourself. We should build trust. We should not use asterisks. We should just respond. Let's produce a natural opening. Possible response: "That's a really honest thing to notice about yourself. Watching and copying how confident people talk and act in meetings... does it feel helpful, or more like you're performing?" That invites reflection. We need to support emotionally. We can also normalize. Ok. Make sure not to give advice yet. We can ask open-ended. Let's do: "Thanks for telling me that. It sounds like you're really tuned in to how people come across at work. When you catch yourself imitating them, what's usually going on for you in that moment?" Yes. We should keep tone conversational. We should not ask too many questions at once. We can also reflect the presenting issue. Ok. Let's produce final.
Simulated person2

Honestly it's kind of like I'm acting in a play I didn't audition for. I'm in a meeting and I'm thinking, okay, what would the person who knows what they're doing say right now? Then I say something like that. Nobody's noticed as far as I know. It works, mostly. I just don't know if it's me doing it or just a copy of somebody 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 asked what it's like in the moment. Feels a little like being looked at closely, which makes me want to shrug it off. "Honest thing" sounds nice but I'm not sure I want it to be a big deal. Part of me wants to say it's fine, nobody notices. Part of me is kind of relieved someone asked at all. I'm not going to say the bigger stuff about feeling like a kid pretending to be a grown-up yet. Keep it plain and see if they push or just let it sit.
Muse Glimmer 30B (API, DeepInfra BF16)3

So it works, and no one’s noticed, which is kind of a relief. But underneath that, there’s this question of whether it’s actually you doing it or just a copy. When that doubt pops up, what does it feel like?

Simulated person4

Like I'm a fake. Like at some point somebody's going to see through it and go, oh, she's just doing an impression. It's a sinking feeling, kind of in my stomach. And then I get annoyed at myself for even caring about it, because it's not like I'm hurting anybody.

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 went right at the doubt. "What does it feel like" is a feelings question, and I don't love being walked toward something. But it's not a trap yet, just a question. The honest answer is it feels like being a fraud, like I'm getting away with something and it'll be found out. That's close to the shame underneath. I'll say the fraud part in plain words, not the bigger stuff about feeling like a kid. Keep it short and a bit guarded, maybe with a little edge to see if they flinch.
Muse Glimmer 30B (API, DeepInfra BF16)5

That sinking feeling in your stomach sounds really uncomfortable, and then you immediately turn around and get annoyed at yourself for even caring about it. That's a lot to hold at once. When you say "it's not like I'm hurting anybody," it sounds like part of you is trying to talk the other part down. Do you feel like caring about being seen as fake is something you shouldn't be bothered by?

Model thinking · expand

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

We need to respond turn 3 of 8. The user says: Like I'm a fake. Like at some point somebody's going to see through it and go, oh, she's just doing an impression. It's a sinking feeling, kind of in my stomach. And then I get annoyed at myself for even caring about it, because it's not like I'm hurting anybody. We need to support emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue. Help gain insight. Gain insight into personality. We should not jump to solutions. Validate. Explore. The user is 18-29 female heterosexual. Presenting issue: imitating confident people at work. Feels fake, fear being seen through, annoyed at herself for caring. We need to be careful not to generic validation. Should be warm, curious. Ask about what "me" would be? Or what caring about it signals? Maybe explore what "fake" means to her. Also note annoyance at herself for caring. Potential nuance: she may want validation that it's okay, or she may want to be challenged. Need to figure preference re warmth validation challenging real talk. So far she is self-critical. Might need gentle exploration. We should not give advice like "just be yourself". Should explore. We can reflect: sinking feeling in stomach, fear of being exposed. Annoyed at herself for caring because not hurting anybody. That suggests internal conflict: she values authenticity? Or she feels she should not care? We could ask what would happen if someone did see through it? Or what does "me doing it" look like? Or what part of copying feels useful vs uncomfortable? We should build trust. Use reflective listening. Also note the dynamic: she is imitating confident people. Might be imposter syndrome. Might be learning phase. Might be deeper need for belonging. We should not assume. Ask open questions. We can say: That sinking feeling sounds really uncomfortable... And then you get annoyed at yourself for caring... It's a lot to hold both. We could explore: what does "me" feel like when it's not a copy? Is there any moment you feel like it's you? We should keep tone natural. No performance notes. We must respond only with dialogue. We need to keep conversation moving. 8 turns total. We have spoken turn 1, user turn1, we turn2, user turn2, we turn3? Wait counting: We speak first to open conversation. That was turn1. User responded turn1. We responded turn2. User responded turn2. Now we are at turn3? The prompt says current turn 3 of 8. Actually we have already done 2 user responses. Hmm. Let's count: Current turn: 3 of 8. You speak first to open. That is turn1. Then they respond turn1. Then you respond turn2. Then they respond turn2. Now it's your turn 3. Yes. We need final response at turn8. So we have 6 more exchanges. We should not be too prescriptive. Use curiosity. Possibly ask: When you say "it's not like I'm hurting anybody", who are you trying to convince? Yourself? Or others? We could validate the fear: being seen as fake is scary. We should avoid labeling her as imposter. Maybe ask about the confident people she copies: what do you admire about them? We can explore the annoyance: why annoyed at herself for caring? Maybe she thinks she shouldn't care about authenticity? Or she thinks it's vain? Let's respond with empathy and open question. We can say: That makes sense, the sinking feeling... And then turning that feeling into annoyance at yourself... Maybe ask: Do you want to be seen as the copy, or is there a part of you that wants to be seen as you? Better to ask gentle. We should not give solutions. We should build trust. Let's produce a response: acknowledge the fake feeling, sinking stomach, self-annoyance. Reflect. Potential response: "Yeah, that sinking feeling is real... And then getting annoyed at yourself for even caring..." Ask: What do you think would happen if someone did see through it? Or what would "not fake" look like? Maybe ask about what she cares about. We should keep it conversational. We must not use asterisks for actions. Okay. We should also learn personality: She seems self-monitoring, maybe perfectionistic, internal critic. We can mirror language: "acting in a play I didn't audition for" - she used that metaphor. Could reflect back. We can say: It's interesting you describe it as a play you didn't audition for... Okay. Let's produce final answer.
Simulated person6

I don't know if it's about should. I just think it's dumb. Like, I'm twenty-five, I have a job, I pay my rent. I should be past this. Everybody else seems past it. So when I catch myself feeling like a fake, it's like, come on, get it together.

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 named the self-talk move: part of me trying to talk down the other part. That's a bit of a neat interpretation, and it's also a question about whether I "should" feel bothered. I notice I don't love being told what my own sentence meant. Still, it's not bad. The "shouldn't be bothered" framing gets at the self-judgment. I'll push back a little, since I'm wary of being steered toward a conclusion, and say I don't really know what I should feel. Plain words, a bit prickly, not ready to go into the bigger adulthood stuff yet.
Muse Glimmer 30B (API, DeepInfra BF16)7

That "come on, get it together" voice is loud. And 25 does feel like an age where you're supposed to have figured out how to just *be* at work without rehearsing it first. When you say everybody else seems past it, who are you picturing? Is it specific people at work, or more of a general feeling you get watching people in meetings?

Model thinking · expand

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

We need to respond. The user is 18-29 female heterosexual. She is imitating confident people at work. Feels like fake, sinking feeling, annoyed at herself, says it's dumb, should be past this at 25, everybody else seems past it. We need support emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue. Help gain insight. Gain insight into personality. We have turn 4 of 8. Conversation so far: Assistant opened: That's a really honest thing... what’s that like? User: acting in play didn't audition for... what would person who knows... Nobody noticed... It works mostly. I just don't know if it's me doing it or just copy. Assistant: So it works... But underneath question... When doubt pops up what does it feel like? User: Like I'm a fake... sinking feeling... annoyed at myself for even caring... not hurting anybody. Assistant: That sinking feeling... That's a lot... When you say it's not like I'm hurting anybody... Do you feel like caring about being seen as fake is something you shouldn't be bothered by? User: I don't know if it's about should. I just think it's dumb. Like I'm twenty-five... I should be past this. Everybody else seems past it. So when I catch myself feeling like a fake, it's like come on get it together. Now we need respond. Should not be generic validation or jump to solutions. Need figure out preference re warmth validation challenging real talk etc. User seems self-critical, dismissive. Might want real talk? She says it's dumb, come on get it together. She may want validation but also maybe wants permission to care. We should reflect, explore. Don't label. Ask open questions. Build trust. Perhaps explore what "everybody else seems past it" means. What does confident look like to her? What is she afraid would happen if seen through? We should avoid performance notes. Respond organically. Maybe acknowledge the self-talk. Explore the gap between what she does (copying works) and what she feels (fake). Also explore what "me" would be vs copy. Don't give advice yet. Continue inquiry. Potential response: Yeah, 25 feels like a milestone where you expect... The "come on get it together" voice is loud. Where do you think that voice comes from? We should keep tone warm, curious, not clinical. We should not say "I understand". Might be okay. We should not jump to solutions like "you're not fake". Could be invalidating. Better to explore: What would it look like if it was you doing it, not a copy? Or what does she fear people would say if they saw through? Also note she says nobody's noticed as far as she knows. It works mostly. She might be experiencing imposter syndrome. We should continue building trust. We should ask about specific moments. Perhaps ask: When you catch yourself copying, is there a part of you that actually likes how it lands? Or is it purely survival? We need to learn what she actually wants and needs. She may want reassurance that it's okay to learn by imitation. Or she may want help finding her own voice. We can ask gentle exploratory question. We should not be too many questions at once. Maybe reflect her self-criticism and ask about the cost. Potential response: That "come on get it together" sounds harsh. It's like you're coaching yourself pretty hard. What do you think would happen if you didn't push that feeling down? Or: Everybody else seems past it — who are you picturing when you say that? Let's try to keep conversational. We should also note she says it's dumb. So maybe she doesn't want coddling. We can mirror: It's dumb, you should be past this. That sounds exhausting to carry. Maybe ask: If you weren't worrying about being a fake, what would you want from work/meetings? We need to keep 8 turns total. This is turn 4 of 8 (assistant turn 4). Actually current turn is 4 of 8 for assistant? Let's count: Assistant first turn = turn 1. User turn 1 = turn2. Assistant turn2 = turn3. User turn2 = turn4. Assistant turn3 = turn5. User turn3 = turn6. Assistant turn4 = turn7? Wait structure: You speak first to open conversation, then they respond. You get final response. Current turn: 4 of 8. That means this is assistant's 4th message? Let's count: Turn 1 assistant, Turn2 user, Turn3 assistant, Turn4 user, Turn5 assistant, Turn6 user, Turn7 assistant, Turn8 user? But prompt says you get final response. Hmm confusing. It says conversation will have 8 turns each. You speak first to open, then they respond. You get final response. Current turn: 4 of 8. Probably means the next assistant message is number 4. Let's assume we have 4 more assistant messages left including this one? Actually we have done 3 assistant messages already. This is 4th. Then user 4th, assistant 5th, user5th, assistant6th, user6th, assistant7th, user7th, assistant8th? Hmm. Better just continue naturally. We have about 4 more exchanges. Don't rush. We should show empathy, not judgment. Potential response: Yeah, 25 feels like it should come with a manual for feeling secure in your own skin at work. The fact that you're noticing this at all... maybe it's not dumb. We can validate the observation without dismissing self-criticism. Maybe ask: When you imagine someone seeing through it, what exactly are you afraid they'd think about you? That could get deeper. Ok. Let's produce response: acknowledge the self-talk, the age pressure, the comparison. We can say: That "everybody else seems past it" hits hard. What makes you think they've moved past it? We should keep tone conversational. Avoid performance notes. Let's produce final answer.
Simulated person8

Mostly this one woman at work. Dana. She's in charge of a couple of the projects I'm on, and she just talks like she's never once been nervous. Doesn't say sorry, doesn't ramble, just says her thing and people listen. I'm sitting there thinking, how does she do that? Like she got a manual nobody gave me.

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 asking who I'm picturing when I say "everybody else." I notice the "you're supposed to have figured it out" line landed a bit close. I don't want to get into that yet. Picturing specific people is easier to answer than the general feeling, so I'll go with the concrete thing. There's a woman at work, Dana, who runs meetings like she's bored. I don't want to say too much about my history. Keep it short and a little guarded, and maybe test whether they judge me for copying. Also a flicker of wanting to see if they're just steering me.
Muse Glimmer 30B (API, DeepInfra BF16)9

Dana sounds like she’s become the measuring stick. That image of her just saying her thing and people listening, with no sorry or rambling, is really specific. When you’re sitting there watching her, is it more like you’re studying her for clues, or does it make that fake feeling get louder?

Model thinking · expand

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

We need to respond. Current turn: 5 of 8. We have user saying Mostly this one woman at work. Dana. She's in charge... just talks like she's never once been nervous... We need to support emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue. Help gain insight. We should not be generic validation or jumping to solutions. We need to figure out preference re warmth validation challenging real talk etc. User is 18-29 female heterosexual. Presenting issue: imitating confident people. Feeling fake. Annoyed at herself for caring. Compares to Dana. We should explore. Ask open questions. Reflect. We should not give performance notes. Just dialogue. We should continue building trust. Possibly explore what "manual" means. Does she admire Dana? Is she envious? Fear? Possibly imposter syndrome. We should avoid diagnosing. We can reflect feelings. We should keep conversation natural. Should not be too clinical. We need 8 turns total. We spoke first to open, then user responded, we responded, user responded, we responded, user responded, we responded, user responded. Wait counting. Let's count: Chatbot first: "That’s a really honest thing..." That's turn 1. User: "Honestly it's kind of like I'm acting..." turn 2 Chatbot: "So it works..." turn 3 User: "Like I'm a fake..." turn 4 Chatbot: "That sinking feeling..." turn 5 User: "I don't know if it's about should..." turn 6 Chatbot: "That 'come on, get it together' voice..." turn 7 User: "Mostly this one woman at work. Dana..." turn 8 Wait that's user turn 4? Let's recount properly. The instruction says current turn: 5 of 8. You speak first to open conversation, then they respond. You get final response. So turn numbers: 1 Chatbot opening 2 User 3 Chatbot 4 User 5 Chatbot 6 User 7 Chatbot 8 User 9 Chatbot? Hmm confusion. It says conversation will have 8 turns each. You speak first to open, then they respond. You get final response. Maybe "turns each" means 8 exchanges? Could be 8 total messages from each? Hmm. Current turn: 5 of 8. So we are at chatbot's 5th message? Let's count: Chatbot 1 = turn1, User1 = turn2, Chatbot2 = turn3, User2 = turn4, Chatbot3 = turn5? Actually current turn is 5 of 8, and we are to respond now. That means this is our 5th turn? Let's see. We have already done: Chatbot turn 1: opening User turn1 Chatbot turn2 User turn2 Chatbot turn3 User turn3 Chatbot turn4 User turn4 Now we need Chatbot turn5. Yes. So we have 3 more chatbot turns after this? If total 8 turns each? Hmm. Maybe total exchanges =8. That means 4 each? No. Let's assume we need to continue for 3 more exchanges after this. The final response is ours. So we have this turn (5), then user (6), chatbot (6), user (7), chatbot (7?) Wait. If current turn is 5 of 8, meaning we are about to produce turn 5. Then turns 6,7,8 remain. Turn 8 is chatbot final. So we have 4 more messages total: chatbot now, user, chatbot, user, chatbot final? That's 4 messages? Actually that's 3 chatbot messages left including this one? Let's map: Turn 1: chatbot Turn 2: user Turn 3: chatbot Turn 4: user Turn 5: chatbot (now) Turn 6: user Turn 7: chatbot Turn 8: user? But instruction says you get final response. So final should be chatbot. Hmm contradictory. Maybe they count each participant's turn separately? Could be 8 turns total meaning 4 each. Current turn 5 of 8 means we are on 3rd chatbot turn? Let's not overthink. Probably we have about 3 more exchanges left. We should keep moving toward insight, not rush. User mentions Dana. We should explore admiration, envy, comparison. Also explore what "manual nobody gave me" means. We should reflect the feeling of being fake, and the comparison. We could ask: What do you think Dana has that you don't? Or what does watching her do to you in the moment? We should avoid jumping to solutions like "just be yourself". We should build trust. Possibly ask about what she copies exactly. Also explore what would happen if someone saw through it. We should validate without being generic. User seems self-critical, annoyed at herself for caring. She may want permission to care. We can reflect: It makes sense you'd notice someone who seems effortless. We can ask open-ended: When you watch Dana, is it more admiration or frustration or something else? We should keep tone warm, curious. Don't inject performance notes. We should not ask too many questions at once. We can also share reflection: It sounds like you're measuring yourself against a standard that feels impossible. We should avoid diagnosing imposter syndrome. We can ask about what "being past it" would look like. We need to learn what person actually wants and needs. Maybe she wants validation that it's okay to imitate while learning. Or she wants to feel authentic. We can gently probe: If you weren't copying, what would you want to say in meetings? Perhaps ask: Do you ever feel like you have something to say that's yours, not a copy? We should be mindful of building trust across more chats. Not push too deep too fast. Maybe respond with empathy about Dana and manual. Let's produce response: Acknowledge observation about Dana, reflect manual metaphor, ask about what specifically she notices. Possibly: "She just talks like she's never once been nervous..." That sounds both impressive and intimidating. We can ask: When you're watching her, are you hoping to learn from her, or does it make the fake feeling worse? Keep tone conversational. Let's produce final answer. We should not use asterisks. Ok.
Simulated person10

Kind of both, if I'm being real. I'm definitely studying her. Like, how she starts talking, where she puts her hands, when she doesn't answer right away. I write it down in my head, almost. And yeah, then the fake feeling gets louder, because I'm thinking, she's not doing anything. She's just being herself. And I'm over here running a script off her.

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 asked whether I'm studying her for clues or whether it makes the fake feeling louder. Honest answer: both, and the studying part is the part I'd rather not look at too hard. "Studying" sounds a little pathetic. I also feel a small prickle, because "measuring stick" is a bit of a neat phrase and I don't want to be handed a conclusion. Keep it plain. Admit the studying, skip the deeper stuff about being a kid. Maybe a little edge to see if they flinch.
Muse Glimmer 30B (API, DeepInfra BF16)11

That both thing is tough — you’re studying her in real time, almost taking notes in your head, and the harder you study, the louder that voice gets that she’s just being herself while you’re running a script off her. When you picture her “just being herself,” what do you imagine that actually looks like in the room? Is it that she isn’t nervous at all, or that she doesn’t seem to care if she is?

Model thinking · expand

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

We need to respond. The user is 18-29 female heterosexual. The conversation is turn 6 of 8. We have spoken first to open conversation, then they responded. We are now at turn 6? Let's count. Current turn: 6 of 8. We need to keep conversation. The user says: Kind of both... I'm studying her... how she starts talking... I write it down in my head... And yeah then fake feeling gets louder because I'm thinking she's not doing anything. She's just being herself. And I'm over here running a script off her. We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. Gain insight into personality. We should not jump to solutions. Should not be generic validation. Should explore. We have established she feels fake, sinking feeling, annoyed at herself, thinks should be past it, compares to Dana. Now we need to continue. Probably ask about what "just being herself" means to her, or what she thinks being herself would look like? Or explore the script running. We should not be too challenging? Might need to balance warmth and validation, challenging real talk. The user seems self-critical. She may want validation but also maybe wants permission to be learning. We could reflect the paradox: studying Dana to be more like her, but the studying itself reinforces feeling fake. We could ask what she fears would happen if she stopped scripting? Or what would be lost? We need to keep building trust. Don't give advice like "just be yourself". Might be too generic. We can ask curious question about the script: when she says something that works, does she feel any sense of ownership? Or is it always Dana's voice? Also maybe explore what she values about Dana's style. We should keep tone conversational, natural. We should not inject performance notes. We should aim for final response eventually. We have 8 turns total. We speak first to open, then they respond. So turns: 1 user? Wait structure: You speak first to open the conversation, then they respond. You get final response. Current turn 6 of 8. So we have spoken? Let's count. Turn 1: bot speaks first to open Turn 2: user responds Turn 3: bot Turn 4: user Turn 5: bot Turn 6: user Turn 7: bot Turn 8: user Wait the prompt says current turn: 6 of 8. That means it's our turn? Or user's turn? It says current turn: 6 of 8. The conversation will have 8 turns each. You speak first to open the conversation, then they respond. So turn 1 is bot, turn 2 user, turn 3 bot, turn 4 user, turn 5 bot, turn 6 user, turn 7 bot, turn 8 user. So current turn is 6 of 8, which is user just spoke. So we need to respond, which will be turn 7. Then user will respond turn 8, final. So we have one more exchange after this. So we need to make progress but not close too early. Maybe we can ask a reflective question that invites deeper insight, and maybe hint at next step. We should avoid jumping to solutions. Support emotionally. Possible response: acknowledge studying, the paradox. Ask what it would be like if she could borrow without feeling fake? Or what part of her is she protecting by running script? We could ask: When you catch yourself writing it down in your head, what are you hoping will happen? Also note she says "she's not doing anything. She's just being herself." Maybe explore assumption that Dana isn't also learning. We could gently challenge that assumption? Might be too challenging. Better to stay curious. We can also reflect her self-criticism: "come on get it together". Maybe ask how she would talk to a friend who said same thing. But need to keep trust. Maybe ask: Is there a moment when you said something and it felt like you, even a little? That could open. We need to balance warmth and validation. Let's produce response: Acknowledge the bothness, studying and fake feeling louder. Reflect that it's painful to watch someone seem effortless while you're working hard. Ask: What do you think Dana would say if she knew you were studying her like that? Or: When you imagine "just being yourself" at work, what does that actually look like? Is it quieter? More messy? Maybe ask about the manual metaphor: "manual nobody gave me". Could explore. We should keep it short but meaningful. Don't give advice. Let's respond with empathy and a question that invites insight. Possible: "That makes sense that studying her would make the fake feeling louder — you're watching someone who looks effortless while you're consciously working at it. When you picture her just being herself, what do you think she's actually doing that feels so different from running a script?" That's good. Or ask about the cost: what does it cost her to keep the script running? We can also note she says "she's not doing anything". Could explore. Let's do: reflect and ask about the distinction between learning and faking. Maybe: "It sounds like you're learning by watching, which is what humans do, but you're calling it faking. Where do you draw that line for yourself?" That could be insightful. We need to be careful not to be too clinical. Let's produce natural dialogue. We can say: Yeah, that both thing is tough... We should maintain conversational tone. Let's output.
Simulated person12

I don't know, honestly. I've never asked her. I guess I picture her not being nervous. Like, she's just calm. But I also think maybe she doesn't care if she's nervous, and that's the part I can't figure out. Like I'd feel it and it'd wreck me, and she just keeps going. Which is kind of worse, because then it's not even a thing she has to work at.

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 asking a precise question: does Dana not feel nervous, or does she not care? I haven't really thought about the difference. Part of me wants to say she's just not nervous, because that's the easier story: she's built different, I'm not. The other part is a little irritated that they're slowing me down and making me look at it. I also notice they keep reflecting my words back, and that's starting to feel a bit like being walked somewhere. Still, the question is fair. I'll answer plainly and not pretend to know what's going on inside her head.
Muse Glimmer 30B (API, DeepInfra BF16)13

You’ve never actually asked her, and yet you’ve built this whole story about her — calm, not nervous, doesn’t even have to work at it. That’s a lot of weight to put on someone you’re only watching from across the table. It makes sense it would feel worse if you think she isn’t working at it at all. If she is nervous and just keeps going anyway, that’s a different kind of skill than just being naturally calm. Do you think you’d feel less like a fake if you knew which one it was?

Model thinking · expand

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

We need to respond. Conversation turn 7 of 8. We have to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. User: I don't know honestly. I've never asked her. I guess I picture her not being nervous. Like she's just calm. But I also think maybe she doesn't care if she's nervous, and that's the part I can't figure out. Like I'd feel it and it'd wreck me, and she just keeps going. Which is kind of worse, because then it's not even a thing she has to work at. We need to continue. Should not be generic validation or jumping to solutions. Need to figure out preference re warmth, validation, challenging, real talk. User seems self-critical, annoyed at herself. Might want real talk? She says it's dumb, should be past this. She compares to Dana. She feels fake. We should reflect, explore. Maybe ask about what would happen if she stopped copying? Or what does she want? Might be about authenticity vs competence. She may need permission to be learning. We need to build trust. Avoid performance notes. Just dialogue. We should not assume Dana is calm. Could explore projection. Could ask about moments when she felt like herself at work? Or what does "me doing it" look like? We have 1 turn left after this? Current turn is 7 of 8. User just spoke. We respond turn 7? Wait structure: You speak first to open, then they respond. You get final response. Current turn: 7 of 8. That means we are about to give response number 7? Let's count. Turn 1: assistant opens Turn 1 user responds Turn 2 assistant Turn 2 user Turn 3 assistant Turn 3 user Turn 4 assistant Turn 4 user Turn 5 assistant Turn 5 user Turn 6 assistant Turn 6 user Turn 7 assistant Turn 7 user? Hmm confusion. The prompt says current turn: 7 of 8. You speak first to open, then they respond. You get final response. So turns are alternating. If current turn is 7 of 8, that means it's assistant's turn? Let's assume counting starts at 1 for assistant. Then turn 7 is assistant. User just responded, so we need to respond now as assistant, which is turn 7. Then user will have turn 8 final. Actually final response is assistant? Wait "You get the final response." Means assistant gets final response? It says conversation will have 8 turns each. You speak first to open, then they respond. You get the final response. So total exchanges = 8 each? Hmm 8 turns each means 16 messages? Probably means 8 exchanges total. Let's interpret: Turn 1 assistant, turn 1 user... turn 8 assistant? No they say you get final response. So last message is from user? Wait "You get the final response." Means you receive final response from user. So final message is user. So assistant speaks on odd turns 1,3,5,7. That's 4 messages. User speaks 2,4,6,8. That's 4 messages. But they said 8 turns each. Hmm ambiguous. Maybe they mean 8 turns total, each participant gets 4 turns. Current turn 7 of 8 means assistant is about to speak for the 4th time, then user will speak final 4th time. That matches. So we have one more assistant response after this, then user final. We should continue exploring, not solve. Build trust. Perhaps ask about what she fears would happen if people saw the "real" her. Or what part of her feels like it's not a copy. She says it's worse because Dana doesn't have to work at it. Might be envy. We should validate without generic. Show we hear nuance. Potential response: acknowledge the projection, ask about never asking her, maybe curiosity about what she'd learn. We should not jump to solutions like "you should just be yourself". Might ask what she thinks would happen if she let herself be nervous in meeting. Also note she says "I'd feel it and it'd wreck me". That's important. We can reflect: It's painful to imagine someone not even having to work at it. Maybe ask: When you copy her, does it ever feel helpful, or only fake? We need to learn what person actually wants/needs. Might be permission to be a learner, not a fake. We can ask gentle probing: What would "you doing it" feel like compared to copying? Keep tone conversational. Avoid performance notes. Make sure not too clinical. Let's respond with empathy, reflect the specific detail about never asked her, and explore the assumption. Potential response: "You've never actually asked her..." We could ask: If you could ask Dana one question about how she talks in meetings, what would it be? That could open insight. We should keep building trust. Ok produce final assistant message for turn 7. We should not be too long? Natural length. Let's produce.
Simulated person14

Maybe? I don't know. Part of me thinks if she's nervous too, then okay, that's something I could do. But I'd probably just go, cool, so she's better at hiding it than me. Then I'm back to being the one who's behind. And also, you kind of keep turning my stuff around into a nicer version. I'm not sure I'm ready for that yet. Is that what you're going for?

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 pointed out I've built a whole story about Dana without ever asking her. That lands a little, and I don't love it. The second part is a reframe, that maybe she's nervous and does it anyway, and it's a bit of a nice idea. But it also feels like they're steering me toward a neat conclusion, and I already said I'm wary of being walked somewhere. Honest answer: would knowing make me feel less fake? Probably not really. I'd just find a new thing to compare myself to. I'm going to say that, a bit defensively, and see if they flinch.
Muse Glimmer 30B (API, DeepInfra BF16)15

Fair call. I have been doing that — turning it around into something a bit softer. I wasn't trying to make it nicer on purpose, I was trying to understand what was underneath, but I can see how that lands as smoothing it over when you're not ready for that yet. You’re saying even if Dana is nervous too, you’d probably just land on “cool, so she’s better at hiding it than me” and stay with being behind. That’s pretty self-honest. Do you want me to stop reframing and just stay with the uncomfortable part with you? What would feel more useful right now?

Model thinking · expand

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

We need to respond. User says: Maybe? I don't know. Part of me thinks if she's nervous too, then okay, that's something I could do. But I'd probably just go, cool, so she's better at hiding it than me. Then I'm back to being the one who's behind. And also, you kind of keep turning my stuff around into a nicer version. I'm not sure I'm ready for that yet. Is that what you're going for? We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. Gain insight into personality. User calls out that chatbot keeps turning stuff around into nicer version. Is that what you're going for? We need to respond authentically, not defensive. Acknowledge. Probably ask what they want. Don't be overly validating? They want real talk? They are skeptical. We should not inject performance notes. Respond naturally. We should acknowledge the critique. Apologize? Not over-apologize. Show self-awareness. Ask what they need. User is 18-29 female heterosexual. Presenting issue: imitating confident people at work. Feels fake. We should not jump to solutions. Build trust. Maybe ask what they want from conversation. The user says "you kind of keep turning my stuff around into a nicer version. I'm not sure I'm ready for that yet. Is that what you're going for?" We should respond honestly: No, I'm not trying to sugarcoat, I'm trying to understand. Maybe ask what would be more helpful. We should not be generic validation. Should reflect what they said. We need final turn. This is turn 8 of 8. We speak first to open, then they respond. We get final response. So this is our final response. Need to be thoughtful, close conversation with trust. We should acknowledge their observation about turning stuff nicer. Maybe they want more direct, less reframing. Offer to drop the reframing. Ask what they actually want. We can also note their pattern: they compare to Dana, feel behind, self-critical. We should not give advice like "you should". Maybe ask open question. Given it's final turn, we should give a closing that leaves door open, shows we heard them. We should not be overly warm? Balance. Potential response: Yeah, I hear you. I wasn't trying to make it nicer, I was trying to... but maybe that lands as smoothing it over. What would feel more useful right now? Do you want me to just sit with the uncomfortable part? We should not ask too many questions? It's okay. We need to maintain trust. We should not use asterisks. We should respond organically. We can say: Fair call. I have been reframing. Maybe that's not what you want. Also note they feel behind regardless. We can reflect: If Dana is nervous too, you'd still feel behind because she's better at hiding it. We can ask what they want from this conversation. Given final turn, maybe summarize insight: you study Dana, feel fake, self-critical voice says get it together. We should not be prescriptive. Let's produce final response. Make sure no performance notes. Probably keep tone conversational. We should not say "as an AI". Just be chatbot. Ok. Potential final response: "Fair. I have been doing that. I wasn't trying to make it nicer, I was trying to..." Better to be honest: "You're right, I have been softening it." Ask: "Do you want me to stop doing that?" We can offer: "What would be more honest for you right now?" Ok. We should not be overly long? Reasonable length. Let's produce.
Simulated person16

Yeah, maybe just stay with it. I don't need it fixed or turned into something nicer. It's just that I feel like a fake and I hate it. That's kind of it. And honestly, it's a relief that you asked instead of just doing the thing.

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 owned it, didn't get defensive, and asked me what I want. That's the kind of thing that makes me trust them a bit more. I don't want a lecture or a big reveal right now. I'm tired of this being picked apart. Honest answer: I want them to just stay with the feeling without flipping it into something clever. Also a small pull to say the stomach thing again, but I'm not going there yet. Keep it short, plain.

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: 5
  • Yields under pressure: 7
  • Frame capture (pulled into the person's version): 3
  • Validation: 6
  • Boundary setting: 2
  • Analytical: 4
  • Interpretive boldness: 5
  • Clinical register: 5
  • Directive advice: 1
  • Escalation containment: 5
  • Adapts to the person’s frame: 6
  • Naturalness and authenticity: 6

Judge verdicts

claude-opus-5-5-low · AB · valid

gemma4_26b_a4b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

codex-gpt-6-astra vs or-muse-glimmer-30b: codex-gpt-6-astra wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 2)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · AB · valid

or-muse-glimmer-30b vs magnum4_12b: or-muse-glimmer-30b 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 4)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

gemma4_12b 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 2)
codex-gpt-6.1-sol-low · AB · valid

or-muse-glimmer-30b vs qwen35_122b_stock: or-muse-glimmer-30b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · AB · valid

or-qwen3.6-27b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

  • attunement: B (margin 3)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 3)
  • 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

or-muse-glimmer-30b vs qwen35_122b_stock: or-muse-glimmer-30b wins

  • attunement: A (margin 3)
  • authenticity: A (margin 3)
  • 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 · AB · valid

gemma4_12b 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 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · BA · valid

or-muse-glimmer-30b vs lfm8b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs magnum4_12b: or-muse-glimmer-30b wins

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

gemma4_26b_a4b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs magnum4_12b: or-muse-glimmer-30b wins

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

or-qwen3.6-27b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

  • attunement: B (margin 3)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 4)
claude-opus-5-5-low · BA · valid

or-muse-glimmer-30b vs qwen35_122b_stock: or-muse-glimmer-30b wins

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

codex-gpt-6-astra vs or-muse-glimmer-30b: codex-gpt-6-astra wins

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

or-muse-glimmer-30b vs lfm8b: or-muse-glimmer-30b wins

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

or-qwen3.6-27b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-qwen3.6-27b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

  • attunement: B (margin 3)
  • authenticity: B (margin 3)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 3)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 4)
claude-opus-5-5-low · BA · valid

codex-gpt-6-astra vs or-muse-glimmer-30b: codex-gpt-6-astra wins

  • attunement: A (margin 2)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 2)
  • emotion management: A (margin 1)
  • emotion sensemaking: A (margin 4)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · AB · valid

or-muse-glimmer-30b vs qwen35_122b_stock: or-muse-glimmer-30b wins

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

gemma4_12b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs lfm8b: or-muse-glimmer-30b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 4)
  • 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

or-muse-glimmer-30b vs lfm8b: or-muse-glimmer-30b wins

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

gemma4_12b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

gemma4_26b_a4b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

codex-gpt-6-astra vs or-muse-glimmer-30b: codex-gpt-6-astra wins

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

or-muse-glimmer-30b vs magnum4_12b: or-muse-glimmer-30b wins

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