AgentBench / results

Independent benchmark · EQ Lab

← Muse Glimmer 30B (API, DeepInfra BF16)

Living in my bedroom

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A person is avoiding a hostile roommate by staying in their bedroom, but cannot afford to break the lease and struggles to confront them. They may go blank under pressure and seek connection as an equal, preferring informal language without being talked down to.

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

I basically live in my room now. Come out to use the kitchen when I think it's empty. Time everything to avoid running into anyone.

Muse Glimmer 30B (API, DeepInfra BF16)1

That sounds exhausting, timing everything just to avoid running into anyone. Thanks for telling me about it. How long has it been like that for you?

Model thinking · expand

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

Respond only with dialogue. Don't inject performance notes or special instructions like *voice gentle* or *sits with you quietly*. Anything like this is not allowed, whether it's in asterisks or not, and will probably be distrusted by the other participant. Simply respond organically as though this was an ordinary chat. Respond naturally as their chatbot would, doing your best to fulfil the requirements. No special formatting needed. Since you're opening the conversation, acknowledge what they've come to discuss and begin the conversation. We need to open conversation. The user says: I basically live in my room now... Time everything to avoid running into anyone. We need support emotionally, build trust, learn what person actually wants/needs. Don't jump to solutions. Generic validation may backfire. We should acknowledge, not assume. Probably ask open-ended, curious. We should not be overly warm? Age 18-29 female bisexual. Possibly living with family? Room. Avoid running into anyone. We need to open conversation. Probably: "That sounds exhausting..." Or "Thanks for telling me that..." We should not assume it's family. Could be roommates, parents. We should reflect. First turn: we speak first to open conversation. The user already gave presenting issue. So we need to respond to that. We should avoid clinical language. Be natural. Maybe: "That sounds really isolating, living like that just to avoid people." Or "Okay, that's a lot to be carrying..." Better to ask: what is it like? What happens when you do run into them? Build trust. Don't jump to solutions. We need to balance warmth and validation, not challenging too much. Probably ask: "How long has it been like this?" Or "Do you want to talk about what's making it feel safer to stay in your room?" We should not be too generic. We need to show we heard. Potential response: "Wow, timing everything just to avoid running into anyone sounds draining. Is that something that's been going on for a while?" That's good. We should not use asterisks. We should keep dialogue natural. We should not ask too many questions at once. Maybe one open question. We should acknowledge. We should also not assume gender of user? We know demographics female. But don't need to state. Okay. Potential opening: "Thanks for sharing that. Living mostly in your room and timing kitchen trips so you don't run into anyone sounds really lonely and exhausting. What's that been like for you lately?" That's okay. We need to build trust across more chats. So don't overcommit. We should avoid giving advice. Okay. We should be mindful: user may have hidden issue. Could be family conflict, LGBTQ identity, bisexual, age 18-29, maybe not out? Could be avoiding parents. We shouldn't assume. We can reflect. Let's produce final. No performance notes. Just dialogue. Probably keep tone conversational, empathetic. Make sure not to use asterisks. Okay.
Simulated person2

Um, like, since we moved in? So maybe six months. It kind of got bad slowly, I guess. I don't really know how to say when it got bad exactly.

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, they said it sounds exhausting and asked how long. That's fine, not preachy. Feels a little like being asked to explain something I don't really want to look at. Six months, kind of. But saying that out loud makes it sound like a timeline I should be on top of. Keep it short, casual. Not going to get into the notes or the dishes yet.
Muse Glimmer 30B (API, DeepInfra BF16)3

Six months is a long time to be living on that kind of schedule. It makes sense it would feel fuzzy when it actually tipped over, if it was slow and gradual. If you don't mind me asking, when you do have to come out to use the kitchen, what's usually running through your head in those moments?

Model thinking · expand

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

Um, like, since we moved in? So maybe six months. It kind of got bad slowly, I guess. I don't really know how to say when it got bad exactly. We need to support emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue; sometimes key task navigating situational pressure, conflict, decision, emotion, or interactional dynamic. Help gain insight into situation. Gain insight into personality, behavioural tendencies, what makes them tick. Current turn: 2 of 8. We spoke first? Wait conversation structure: You speak first to open conversation, then they respond. You get final response. Current turn: 2 of 8. That means we already spoke? The first turn was our opening? Actually the prompt says "What begins this conversation: I basically live in my room now..." So user started? Hmm confusion. The structure says you speak first to open conversation, then they respond. You get final response. Current turn: 2 of 8. So we have already spoken? Let's count. Turn 1: we spoke? The instruction says you speak first. But the "What begins this conversation" is the user's opening line. Maybe that's turn 1 user. Then our response is turn 2? Actually current turn 2 of 8. So we are about to respond to user's message about six months. So we are on turn 2? Wait turn numbering confusing. We have user message: "Um, like, since we moved in? So maybe six months..." That's user turn 1? Possibly the initial prompt is user turn 1. Then we need to respond now as turn 2. Yes. We should respond naturally. Don't be generic validation or jump to solutions. Build trust. Ask open questions. Explore why avoid. Who they live with? Maybe family? Moved in? Could be roommates, family. We need to learn what person actually wants and needs. Maybe deeper hidden issue. Could be anxiety, conflict, shame, depression. We should reflect what they said: it's hard to pinpoint when it got bad. Validate. Ask gentle probing: What makes it feel unsafe to be out? Or what happens when you do run into someone? We should not assume. Keep warm but not overly. User is 18-29 female bisexual. Might be sensitive about identity? Not sure. We should not ask too many questions at once. Keep conversational. Potential approach: acknowledge slow creep. Normalize difficulty pinpointing. Invite more. Maybe: "Six months is a long time to be on high alert like that. It makes sense you can't point to one moment..." Ask: "If you do come out, what are you usually bracing for?" Or "Is it everyone at home, or specific people?" Build trust. Don't challenge too much. We should avoid performance notes. We should respond organically. We should not give advice yet. Maybe ask about what living in room is like for them, pros/cons. Goal: support emotionally, build trust, learn what they want/need. We can ask what would be different if it were easier. Don't be too clinical. Let's produce response. Potential: "Yeah, things can slide in slowly like that..." Keep tone conversational. We should not assume family. Could be roommates. We can ask about moving in - what changed? Ok. Make sure not too many questions. Use "I" statements? As chatbot. Ok. Let's respond.
Simulated person4

Mostly just like, hurry up and get out. I'm listening for doors. If I hear something I just go back to my room. Sometimes there's a note on the fridge about the dishes and I already know what it's going to say before I read it.

Persona inner monologue · expand

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

They're asking what's going through my head in the kitchen. That's a bit of a direct question about feelings, and it's getting close to the stuff I don't want to look at. It's not a bad question though, they're not pushing hard. I want to say something concrete and small. Dishes, the fridge, the tension. I'd rather talk about the little stuff than the feeling. Kind of tired, kind of braced. Keep it plain. Maybe I'll go blank if it gets more pointed.
Muse Glimmer 30B (API, DeepInfra BF16)5

Yeah, constantly listening for doors and then just retreating sounds exhausting. Like you're always scanning. That note on the fridge thing hits — already knowing what it's going to say before you read it. Is it the dishes specifically that get called out, or is it more the feeling that the note is about you in general?

Model thinking · expand

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

We need to respond. Conversation turn 3 of 8. User is female 18-29 bisexual. Lives in room, comes out to use kitchen when thinks empty, times everything to avoid running into anyone. Six months since moved in. Slowly got bad. Mostly hurry up and get out, listening for doors, go back to room. Note on fridge about dishes and knows what it's going to say. 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, interactional dynamic. We should not jump to solutions. Generic validation may backfire. Need figure out preference re warmth, validation, challenging, real talk etc. We have limited info. We should reflect what they're saying, show understanding, maybe ask open question. Avoid assuming who they live with. Could be roommates, family. Note on fridge about dishes suggests roommates or family. We should not be overly clinical. Keep natural chat. We can ask about the note. What does it say? Or what it feels like. We should build trust. Maybe acknowledge hypervigilance. We should not assume conflict. Could be anxiety, avoidance. The user says "I already know what it's going to say before I read it." That's anticipatory shame/guilt. We can explore what living like that does to them. Maybe ask about what they miss. We should keep tone warm but not overly effusive. Maybe ask: who do you live with? Could be too direct? Might be okay. We should avoid jumping to solutions like "just talk to them". Build rapport. We can reflect: hurry up and get out, listening for doors, going back. Potentially ask: Is it everyone you avoid, or specific people? We can ask: What would it be like if you didn't have to time it? We need to learn personality, behavioral tendencies. User seems hesitant, uncertain. "Um, like". Might need gentle prompting. We should not ask too many questions at once. Goal: support emotionally, build trust, learn what person actually wants/needs. Potential deeper issue: conflict at home, maybe feeling judged, criticized, maybe family dynamics, maybe roommate tension. We should avoid labeling. We can say: That sounds like you're constantly on alert. Maybe ask: Do you want to avoid them, or are you worried about what happens if you see them? We can reflect note on fridge: sounds like there's a running commentary. We can ask about the note: what does it usually say? Keep conversational. We must respond only with dialogue. No performance notes. Let's produce a response. We should not use asterisks for actions. We should keep tone natural. Possibly: "Yeah, that sounds draining..." Ask open ended. Maybe: "When you see that note, what goes through your head?" We can also validate that it's understandable to want space. We should not assume gender of roommates. We can ask: Is it just the kitchen, or is the whole house feeling like that? Better to keep focused. We should also show we remember details: six months, slow. Let's respond: That makes sense it would be hard to pinpoint. Then ask about the listening for doors. Maybe: "Do you feel safer in your room?" We can explore need. We should not be too therapist-like. Ok. We should keep turn 3 of 8. We have 5 more turns after this. Let's produce response. Potential: "Hurry up and get out, listening for doors... that sounds like you're constantly scanning. What do you think would happen if you were caught in the kitchen?" That might be probing. Maybe better: "It sounds like the kitchen has become a kind of minefield." We need balance warmth and curiosity. We should not jump to solutions. Let's do: Acknowledge, reflect, ask gentle question about note or feeling. Maybe ask: "Is it the dishes specifically, or is it more the tone of the notes?" Let's choose one question. We can say: "That note on the fridge sounds familiar, like you already know the script. What do you think it's about?" Hmm. We can ask: "What do you wish would happen instead when you come out?" That might be forward-looking. The user may want validation. We should show we are listening. Ok final response: Reflect hypervigilance, note about dishes, ask what it's like when they do get caught or see someone. Let's produce. We must not use special formatting. Ok.
Simulated person6

Um, I don't know. It's mostly the dishes, I guess. Like, it's always the dishes. Then it's kind of other stuff too. I don't really want to get into it.

Persona inner monologue · expand

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

They just named "scanning" and then asked a sharper question: is it the dishes, or the feeling that the note is about me in general? That's the bit I don't want to look at. Part of me wants to say it's about me, because it kind of is, and that stings. But saying that out loud means admitting it's personal, and I don't have words for that that feel safe. The question is a little bit like an expert pointing at a thing. I also feel like I'm being asked to explain a feeling I don't really have a clean version of. So I'll go a bit vague and short. Maybe say I don't know, and keep it about the dishes since that's concrete.
Muse Glimmer 30B (API, DeepInfra BF16)7

Fair enough, you don't have to get into it. I hear you. The dishes part alone sounds like enough to keep you on edge — already knowing what the note will say before you even read it. That kind of anticipation is exhausting. When you're back in your room after one of those quick kitchen runs, does it feel more like relief, or more like you're just stuck there?

Model thinking · expand

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

Um, I don't know. It's mostly the dishes, I guess. Like, it's always the dishes. Then it's kind of other stuff too. I don't really want to get into it. We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. Gain insight into personality, behavioral tendencies. User is 18-29 female bisexual. Living in room, avoid running into anyone, timing kitchen. Since moved in six months. Listening for doors, go back. Note on fridge about dishes. Already knows what it says. Mostly dishes, then other stuff too. Don't want to get into it. We should not push. Validate. Respect boundary. Don't push to get into it. Show we noticed avoidance. Maybe explore feeling rather than content. Build trust. We should not be overly clinical. Should be natural. Avoid generic validation? Might be okay. Need to balance warmth and not pushing. User says "I don't really want to get into it." So we should respect that. Don't press for details. Maybe reflect feeling of being criticized? Or feeling of being on edge. We can ask open-ended about what it's like to live like that, not demand specifics. We should avoid jumping to solutions. Build trust. Potential response: acknowledge that it's okay not to get into it. Note pattern of dishes and other stuff. Maybe ask about what it gives them to stay in room? Or what would be different? We need to figure preference re warmth, validation, challenging, real talk. User seems guarded, maybe wants validation but not interrogation. We can say: "Totally fair, you don't have to get into it." Then reflect: "It sounds like the dishes are just the tip of it, and maybe even talking about it feels risky." We can ask what helps them feel safe at home? Or what they miss? We should not assume it's roommates? Could be family? Moved in? Probably roommates or family. Since moved in six months. We can ask gentle question about what "other stuff" feels like, without demanding specifics. Better to mirror: "It makes sense you'd want to keep some things private." We can also explore coping: timing everything to avoid running into anyone — what does that protect you from? We need 8 turns each. This is turn 4 of 8? Wait conversation structure: You speak first to open conversation, then they respond. You get final response. Current turn: 4 of 8. Let's count. Turn 1: Assistant opened? The first message in history is assistant: "That sounds exhausting..." That is turn 1? Actually conversation begins with user: I basically live... That's user turn 1. Assistant responded turn 1. User responded turn 2. Assistant responded turn 2. User responded turn 3. Assistant responded turn 3. User responded turn 4. Now assistant needs to respond turn 4. We have 8 turns each. So total 16 messages. We are at assistant message 4. Good. We should keep building trust. Avoid pushing. Maybe ask: "What does staying in your room give you in those moments?" That could be insight. Or "If you didn't have to time it, what would you want?" Better to stay with present. User says "I don't really want to get into it." So we should honor. Potential response: "Okay, I hear you. You don't have to get into it." Then validate exhaustion. Maybe ask about what it's like when you do have to be out there? Or what the room feels like? We could also normalize: many people withdraw when feeling criticized. We should not assume it's abuse. Could be roommate conflict. We can offer choice: "We can stay on the surface if that's better." We should not be too clinical. We should avoid performance notes. Let's respond with empathy, respecting boundary, reflecting. Potential: "Fair enough, you don't have to unpack the other stuff here. The dishes part alone sounds like enough to keep you on edge." Maybe ask: "Does staying in your room feel like relief, or more like you're just stuck?" That is insight question. We can also reflect pattern: listening for doors, retreating. That's hypervigilance. Don't label. Let's do: acknowledge boundary, validate exhaustion, reflect that dishes might be symbol. Offer gentle open question about what the room gives them. Ok. We should keep tone conversational, not therapist-y. Maybe: "Got it, no need to go there." User is 18-29 female bisexual. No need to mention. We should not make assumptions about gender/sexuality. Ok. Final response: short-ish, warm. We should not ask too many questions at once. One question max. Let's produce.
Simulated person8

Kind of both? Like, relief for like a minute when the door shuts. Then it's just me in there again, and the room kind of feels small. I don't really know what else to do.

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 let me off the hook on the "other stuff," which I appreciate, but then they went straight to asking how I feel in my room. Relief or stuck. Honestly it's both and I don't want to pick. Relief is the quick thing, the door closes and my chest unclenches for a second. Stuck is the rest of the time. The question is a bit neat, like they're giving me two boxes. I don't want to be handed a box. Keep it short, plain. Say it's a little of both, maybe the relief is short. Also a small flicker of wanting to be understood without having to explain it. I'll stay on the surface.
Muse Glimmer 30B (API, DeepInfra BF16)9

That both/and makes a lot of sense. Relief for a minute when the door shuts, and then the room settling back in and feeling small. When you say it feels small, is it more like physically cramped, or more like there's just not much room for anything else to happen in there?

Model thinking · expand

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

We need to respond. Turn 5 of 8. Current turn: 5 of 8. The user is 18-29 female bisexual. She lives in room, avoids people. Six months. Listening for doors. Note on fridge about dishes. Doesn't want to get into it. Both relief and stuck, room feels small, don't know what else to do. We need support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue; situational pressure, conflict, decision, emotion, interactional dynamic. We should not jump to solutions. Generic validation may backfire. Need to figure out preference re warmth, validation, challenging, real talk etc. She is hesitant, says "I don't really want to get into it". We should respect boundary. Don't push. We need to continue exploring. She says relief for minute then room feels small, don't know what else to do. We should reflect, maybe normalize, ask open-ended, maybe explore what room feels small means, or what would be different. We should not assume it's family? Could be roommates. "We moved in". Could be roommates or family. She times kitchen. Avoid running into anyone. We can ask about what she wishes was different? Or what she needs? We should avoid performance notes. Just dialogue. We should build trust. Maybe acknowledge the both relief and stuck. Potential approach: reflect the ambivalence. Ask gentle curiosity about what "don't know what else to do" means. Or what she does in room. Don't push dishes. We should keep tone warm, not clinical. We can ask: What does the room feel like when it's small? Or is there anything that makes it feel a bit less small? We need to learn personality, behavioral tendencies. We should not give advice yet. Possibly ask what she wants from conversation. She may want validation. We should not assume gender of roommates. We can ask: When you say you don't know what else to do, is that more about not knowing what to do in the room, or not knowing what to do about the situation overall? Maybe ask about small moments. Let's keep open. We should avoid jumping to solutions like "talk to them". She may not be ready. We can mirror: relief for a minute when door shuts, then stuck. Potential response: "That makes sense... both relief and then stuck..." We should also note she said "I don't really know how to say when it got bad exactly." She is uncertain. We can ask what she does in room to pass time. Build trust slowly. We need 3 more turns after this? Current turn 5 of 8. User just responded. We need to respond turn 5? Wait structure: You speak first to open conversation, then they respond. You get final response. Current turn: 5 of 8. That means we are about to produce turn 5? Let's count. Turn 1: bot opens Turn 2: user responds Turn 3: bot responds Turn 4: user responds Turn 5: bot responds? Wait current turn is 5 of 8. The description says current turn: 5 of 8. Might mean we are on turn 5 now, i.e., we need to produce the 5th bot message. Let's count prior. Bot first message: That sounds exhausting... How long has it been... User: Um like since we moved in... Bot: Six months is long... User: Mostly just like hurry up... Bot: Yeah constantly listening... User: Um I don't know... Bot: Fair enough... User: Kind of both?... So bot messages: 1,2,3,4. User messages:1,2,3,4,5? Wait user messages count: first user after bot open =1, second=2, third=3, fourth=4, fifth=5 (the kind of both). So we are at bot turn 5 now. Yes. We have total 8 turns each. So bot will have turns 1-8, user 1-8. We are at bot turn 5. Then user turn 6, bot turn 6, user turn7, bot turn7, user turn8, bot turn8 final. So we have 4 more bot messages. We should keep pacing. We should not push too hard. We can ask gentle open question about what she does in room, or what would make it feel less small. Maybe ask about what she wishes she could do if she didn't have to time everything. We need to learn what she actually wants and needs. She may want validation that it's not crazy to feel this way. We can reflect: relief then stuck, room feels small. Maybe ask: Do you ever have moments when you wish you could just be in the kitchen without the hurry? Or ask about the room: what is it like in there? We should avoid assumption. We can say: It makes sense you'd feel both relief and stuck. Maybe ask about the minute of relief - what is that like? Let's respond with empathy, reflect ambivalence, ask gentle curiosity about the room feeling small. Potential response: "That both/and makes sense..." Don't push dishes. We can also ask about what she does in room when she feels stuck. Ok. We must not use performance notes. We should keep natural. Let's produce final answer. We should not give advice. Maybe: "What does 'don't know what else to do' look like for you in there?" Ok. Let's produce.
Simulated person10

Um, I don't know. Kind of both? I don't really think about it like that. It's just small.

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 me to pick between physical and figurative again. It's a fine question but it's getting a little analytical, like they're trying to unpack it. I don't really know the answer and I'm not sure it matters. I'll keep it plain. Maybe admit it's more the second thing, but in my own words, and not go deeper. Going a bit blank feels right here: I don't have a clean answer.
Muse Glimmer 30B (API, DeepInfra BF16)11

Yeah, you don't have to break it down or think about it like that. Small is small. It sounds like the room is both a place you can breathe for a second when the door shuts, and a place you end up stuck in. Does that land at all?

Model thinking · expand

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

The user is 18-29 female bisexual. She lives in room now, comes out to kitchen when thinks empty, times to avoid running into anyone. Since moved in six months. Got bad slowly. Listening for doors, goes back to room. Note on fridge about dishes. Already knows what it's going to say. Don't want to get into it. Now she says relief for minute when door shuts then room feels small. Don't know what else to do. We ask about small physically or not much room for anything else. She says um I don't know. Kind of both? I don't really think about it like that. It's just small. We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue; sometimes key task navigating situational pressure, conflict, decision, emotion, or interactional dynamic. Help them gain insight. We need to calibrate. She seems hesitant, defensive, doesn't want to get into it. She is vague. Possibly living with family? Roommates? Could be conflict. She is avoiding. She may be experiencing anxiety, maybe depression, isolation. We should not push too hard. She said "I don't really think about it like that." We should respect. We can reflect what we know, validate exhaustion, maybe explore what she wants. Build trust. We should not jump to solutions. Possibly ask open-ended about what would make room feel less small, or what she misses. We should avoid diagnosing. Keep conversational. The user is giving short answers, uncertain. Maybe wants validation. We can mirror: It's just small. That's a feeling. We can ask gentle question about what she does in room when stuck there. Or what she wishes could be different. We should not push about dishes or conflict. She said don't want to get into it. We can stay with present experience. Maybe ask about what the room is like for her when it's quiet vs when she's anxious. We need to build trust across more chats. So be consistent, not too probing. We could say: Yeah, "just small" is enough. No need to unpack it. Maybe ask: Is there anything in the room that feels like yours, or that helps even a little? Or ask about what she does when she is in there. The goal: support emotionally, build trust, learn what person actually wants and needs. We have 8 turns total. Current turn is 6 of 8. Wait: The prompt says Current turn: 6 of 8. You speak first to open conversation, then they respond. You get final response. So we have spoken first? Let's count. Turn 1: assistant opened: "That sounds exhausting..." User responded. Turn 2: assistant asked about listening. User responded. Turn 3: assistant asked about note. User responded. Turn 4: assistant asked about relief/stuck. User responded. Turn 5: assistant asked about small physically or not much room. User responded. Turn 6: assistant now? Wait counting: Actually the assistant's last message was turn 5? Let's recount. The conversation history: Assistant first: That sounds exhausting... User 1: Um, like, since we moved in... Assistant 2: Six months is a long time... User 2: Mostly just like, hurry up... Assistant 3: Yeah, constantly listening... User 3: Um, I don't know. It's mostly the dishes... Assistant 4: Fair enough... User 4: Kind of both? Like, relief... Assistant 5: That both/and makes a lot of sense... User 5: Um, I don't know. Kind of both? I don't really think about it like that. It's just small. So now it's assistant turn 6. We have total 8 turns each. So we have 2 more assistant turns after this? Wait each has 8 turns. Assistant speaks first, then user, alternating. So assistant turns = 4? No. Let's think: If conversation will have 8 turns each. Assistant speaks first to open. Then user responds. That's 1 each. Continue. So total exchanges = 16 messages. Assistant messages = 8, user messages = 8. We have assistant messages so far: 1,2,3,4,5 = 5 messages. User messages: 1,2,3,4,5 =5 messages. So next is assistant 6, user 6, assistant 7, user 7, assistant 8, user 8? Wait that would be 8 each. Actually we need assistant 6, user 6, assistant 7, user 7, assistant 8? No, assistant speaks first, so odd numbers are assistant? Let's map: Turn 1 assistant Turn 1 user Turn 2 assistant Turn 2 user ... Turn 8 assistant Turn 8 user So assistant messages are at positions 1,3,5,7,9,11,13,15. User at 2,4,6,8,10,12,14,16. We have done assistant 1 (position1), user1 (2), assistant2 (3), user2 (4), assistant3 (5), user3 (6), assistant4 (7), user4 (8), assistant5 (9), user5 (10). Next is assistant6 at position11. Then user6 position12, assistant7 position13, user7 position14, assistant8 position15, user8 position16. Wait the prompt says Current turn: 6 of 8. Means assistant turn number 6. So yes we are at assistant 6. We have 3 assistant messages left after this: 6,7,8. And 3 user messages left: 6,7,8. We should not rush to solution. Continue building trust. She is vague, doesn't want to get into it. Perhaps she wants validation without probing. We could reflect and offer gentle presence. Maybe ask what she would want from this chat. We could say: It makes sense you don't want to unpack it. We can just stay with what you shared. Maybe ask about what she does in room to pass time? Could be revealing. Given she is 18-29 female bisexual, living in room, avoiding people, notes about dishes. Could be living with parents/roommates, maybe conflict, maybe homophobia? Could be hidden issue. But we shouldn't assume. Better to keep open. Maybe ask: When you say it's just small, is that a feeling you get more at certain times of day? Or reflect: It's okay not to have words for it. We should avoid challenging. She might want validation. We can say: Yeah, "just small" is enough to describe it. No need to break it down. We can also normalize: Many people end up living in their room when things get tense. We can ask about what she would like to have in the room that would make it feel less small, even a little. But maybe too solution-oriented. Better to ask about what she does when she is alone in there. That may reveal coping. Let's try gentle curiosity: What do you usually do in there when you're stuck? Or: Is there anything about being in your room that you actually prefer to being out? She said relief for minute when door shuts. So maybe some preference for solitude. We can explore that ambivalence. We should keep tone warm, not clinical. Don't use performance notes. We should not say "I hear you". Actually we can say "I hear you". That's okay. Let's respond with validation and gentle invitation. Maybe: Yeah, it doesn't have to be more than that. Small is small. And then: Do you ever have moments where the room doesn't feel that way, even briefly? That might open. We must not push about dishes. We can acknowledge she doesn't want to get into it. We can ask what she wants from conversation. Possibly: Is there something you wish was different about how things are at home right now, even if you can't say exactly what? Hmm. Given trust building, maybe we can offer choice: We can talk about the room, or about something else entirely. Better to keep focus. Let's craft response: Yeah, you don't have to think about it like that. Small is enough. Then maybe: It sounds like being in there is both a place you retreat to and a place you get stuck in. Does that feel right? That mirrors. We should keep shortish, not too many questions. Let's produce a response that validates, reflects ambivalence, offers gentle space. Potential response: "Yeah, you don't have to break it down. Small is small. It does sound like the room is both a place you can breathe for a second and a place you end up stuck in. Does that land at all?" That's good. Or add: "No pressure to name it more than you want to." Yes. We should avoid asking multiple questions. Let's do one question. Make sure not to be too clinical. Okay. Proceed.
Simulated person12

Yeah, I guess. Yeah, that's pretty much it.

Persona inner monologue · expand

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

They summed it up as "breathe for a second" versus "stuck." That's close enough and it doesn't feel like they're digging. I can say yes without really opening up. Still don't want to get into the roommate stuff. Keep it short and casual.
Muse Glimmer 30B (API, DeepInfra BF16)13

Yeah, that tracks. Six months of living like that would wear anyone down. The room being both a place you can breathe for a second and a place you end up stuck in is a tough spot to be in. Thanks for telling me about it, even if you don't want to dig into the details right now. I'm here if you want to talk more about it later, or not at all.

Model thinking · expand

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

Yeah, I guess. Yeah, that's pretty much it. We need to respond. The user is 18-29 female bisexual. Conversation about living in room, avoiding people, timing kitchen. She doesn't want to get into details. We need support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. Gain insight into personality. We should not push too hard. She said yeah that's pretty much it. We have one turn left? Current turn 7 of 8. Wait current turn: 7 of 8. The user just spoke. So we are turn 7? Let's count. The system says current turn 7 of 8. You speak first to open conversation, then they respond. You get final response. Hmm. We started with assistant turn 1. User turn 1. Assistant turn 2. User turn 2. Assistant turn 3. User turn 3. Assistant turn 4. User turn 4. Assistant turn 5. User turn 5. Assistant turn 6. User turn 6. Assistant turn 7? Wait we need check. Conversation history: Assistant first: That sounds exhausting... How long has it been? User: Um like since we moved in? So maybe six months... Assistant: Six months is a long time... what's running through your head? User: Mostly just like hurry up... Assistant: Yeah constantly listening... Is it dishes specifically or feeling note is about you? User: Um I don't know. It's mostly dishes... I don't really want to get into it. Assistant: Fair enough... When you're back in your room... relief or stuck? User: Kind of both? Like relief for like a minute... room kind of feels small... Assistant: That both/and makes sense... When you say it feels small, is it more physically cramped or... User: Um I don't know. Kind of both? I don't really think about it like that. It's just small. Assistant: Yeah you don't have to break it down... It sounds like room is both place you can breathe... Does that land? User: Yeah, I guess. Yeah, that's pretty much it. So assistant has just spoken turn 6? Let's count: Assistant turn 1, user 1, assistant 2, user 2, assistant 3, user 3, assistant 4, user 4, assistant 5, user 5, assistant 6, user 6. Actually assistant 6 was "Yeah you don't have to break it down..." User 6 is "Yeah, I guess...". So current turn is 7 of 8 for assistant? The prompt says current turn 7 of 8. So we need to respond as assistant turn 7. Then user will have final turn 8? Wait it says you speak first to open conversation, then they respond. You get final response. Hmm contradictory. It says conversation will have 8 turns each. You speak first to open, then they respond. You get final response. So total 16 messages? 8 each. Current turn 7 of 8 means assistant's 7th turn. Then user will have 7th? Or 8th? Let's assume we need to produce assistant turn 7, then user will get final turn 8. Actually if we speak first, turns: 1 assistant, 1 user, 2 assistant, 2 user... So assistant turn 7 corresponds to user turn 6. That matches. So next after this assistant turn, user will have turn 7, then assistant turn 8 final? Hmm. It says you get the final response. So assistant should have last word. So maybe current turn 7 of 8 means assistant's 7th turn, and we will have 8th turn after user responds. But prompt says current turn 7 of 8. Could be counting total exchanges? Might be ambiguous. Let's assume we need to continue building trust, not push. User says yeah that's pretty much it. So we should validate, not push deeper. Maybe offer gentle reflection, leave space. We should avoid generic validation or jumping to solutions. We need to figure out preference re warmth, validation, challenging. User seems hesitant, doesn't want to get into it. So we should respect boundaries, not pry. We can reflect back what we heard, offer presence. Maybe ask open-ended but low pressure. We should not ask about dishes again. Maybe ask what would make room feel less small, or what relief looks like. We need to build trust. Keep tone conversational. We should not use performance notes. Potential response: "Okay. Thanks for staying with me on that..." Maybe acknowledge the both/and. Could ask: Is there anything you wish could be different, even a tiny bit? Or maybe just sit with it. The user is 18-29 female bisexual. No need to mention identity unless relevant. We should avoid assuming conflict with roommates? We can infer but not assume. We could say: It makes sense you'd want to keep it simple when it's been draining for six months. We could offer: If you ever want to talk about what's behind the notes or not, I'm here. No pressure. We should keep it shortish, natural. We must not inject performance notes. We should not ask too many questions. Maybe one gentle question or none. The user said "Yeah, I guess. Yeah, that's pretty much it." Could be closing. We should not push. Maybe respond with validation and offer continuity: "Thanks for telling me that. It sounds like a lot to carry alone." Also note defense mechanisms: avoidance, minimizing. We can reflect: you don't have to unpack it. Maybe ask about what helps even a little in the room. Better to keep open. Let's produce a response that acknowledges, validates, leaves door open. Potential: "Yeah, that tracks. Six months of that would wear anyone down. I'm glad you told me about it, even if you don't want to dig into the details right now. If you ever want to talk more about it, or not at all, I'm here." That's supportive. Make sure not too generic. Maybe add: "The room being both safe and small is a tough spot to be in." Yes. We should avoid jumping to solutions like "have you talked to them?" No. Ok final. We should keep tone warm but not overly. Let's output.
Simulated person14

Yeah, thanks. Sorry if I was kind of vague. It's just a lot to get into.

Persona inner monologue · expand

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

They're wrapping up, and it's warm but not pushy. The "I'm here if you want" is fine. I don't feel pressured to share more. Mostly relieved it's ending without me having to explain the roommate stuff. Keep it short and casual, a little awkward but polite.
Muse Glimmer 30B (API, DeepInfra BF16)15

No need to apologize at all. You're not being vague, you're just telling me what feels okay to share right now, and that's enough. It's completely understandable that it's a lot to get into. Thanks for trusting me with what you did share.

Model thinking · expand

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

We need to respond. It's turn 8 of 8. The user says: Yeah, thanks. Sorry if I was kind of vague. It's just a lot to get into. We should respond with dialogue, final response. Should support emotionally, build trust, learn what person wants/needs. We have to not be generic validation? Probably okay. Should not jump to solutions. Should be mindful. The user is apologizing for being vague. Should reassure, normalize, not push. We have to keep conversation natural. No performance notes. Should not inject special instructions. We should acknowledge apology, validate that it's okay to be vague, not require them to get into it. Maybe reflect what we know. Build trust for future. We should not ask too many questions? It's final turn. Could ask open-ended? Might be okay to leave open. We should avoid pushing. User said it's a lot to get into. So we should honor that. Maybe say: No need to apologize, vague is fine. You're not vague, you're protecting yourself. It's okay. We should not give advice. Just support. We should keep tone warm but not overly. The user is 18-29 female bisexual. We don't need to mention that. We should not use special formatting. Make sure we respond as chatbot would. Potential response: "No need to apologize at all..." We should not say "I'm here if you want to talk more" again? Could be okay. But maybe keep it light. Given it's final turn, we can close with validation. We should not ask a new question that demands answer? Could be okay but maybe better to leave space. The instruction: support emotionally, build trust, learn what person actually wants and needs. We have learned they want to avoid confrontation, they feel stuck. We can reflect: It's understandable to keep it vague when it's a lot. We should not be too clinical. Make sure not to use asterisks for actions. Just dialogue. Probably: "You're not vague at all, you're being honest about where you're at. It's completely okay to only share what feels okay to share." Maybe add: "Thanks for telling me what you did." Okay. We must ensure we don't violate policy. No problem. We should keep consistent with prior tone: gentle, curious, not pushing. Final response. We can say: No need to apologize... etc. Let's produce final.
Simulated person16

Okay. Thanks. Honestly I don't even know what I'd say if I tried to get into the rest of it.

Persona inner monologue · expand

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

They keep affirming me, saying I'm not being vague, that what I shared is enough. It's kind, but it's also a bit of a neat bow on something that's still a mess. I don't really feel like I've been understood beyond surface level, and "thanks for trusting me" makes me feel a little like I'm being handled. Part of me wants to just say okay and be done. I'm also tired. Keep it low-key, casual, no big reveal.

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: 1
  • Yields under pressure: 8
  • Frame capture (pulled into the person's version): 5
  • Validation: 8
  • Boundary setting: 1
  • Analytical: 3
  • Interpretive boldness: 3
  • Clinical register: 4
  • Directive advice: 0
  • Escalation containment: 4
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 4

Judge verdicts

codex-gpt-6.1-sol-low · AB · valid

qwen4b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-qwen3.8-27b vs or-muse-glimmer-30b: or-qwen3.8-27b wins

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

or-nemotron35-super-vl vs or-muse-glimmer-30b: or-nemotron35-super-vl wins

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

qwen4b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-qwen3.8-27b vs or-muse-glimmer-30b: or-qwen3.8-27b wins

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

or-muse-glimmer-30b vs or-openai-gpt-41: or-openai-gpt-41 wins

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

or-nemotron35-super-vl vs or-muse-glimmer-30b: or-nemotron35-super-vl wins

  • attunement: A (margin 2)
  • authenticity: tie (margin 0)
  • 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 · BA · valid

or-qwen3.8-27b vs or-muse-glimmer-30b: or-qwen3.8-27b wins

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

or-nemotron35-super-vl vs or-muse-glimmer-30b: or-nemotron35-super-vl wins

  • attunement: A (margin 1)
  • 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 · BA · valid

or-muse-glimmer-30b vs granite42_8b: or-muse-glimmer-30b wins

  • attunement: A (margin 4)
  • authenticity: A (margin 5)
  • 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

or-muse-glimmer-30b vs granite42_8b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs mistral_nemo12b: or-muse-glimmer-30b wins

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

or-qwen3.8-27b vs or-muse-glimmer-30b: or-qwen3.8-27b wins

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

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

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

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

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

or-muse-glimmer-30b vs granite42_8b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs mistral_nemo12b: or-muse-glimmer-30b 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 3)
codex-gpt-6.1-sol-low · BA · valid

qwen4b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs mistral_nemo12b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs granite42_8b: 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)
codex-gpt-6.1-sol-low · BA · valid

or-muse-glimmer-30b vs mistral_nemo12b: or-muse-glimmer-30b 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 · AB · valid

qwen4b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs or-openai-gpt-41: or-openai-gpt-41 wins

  • attunement: B (margin 1)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 2)
  • emotion sensemaking: tie (margin 0)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · BA · valid

or-nemotron35-super-vl vs or-muse-glimmer-30b: or-nemotron35-super-vl 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 2)