AgentBench / results

Independent benchmark · EQ Lab

← Muse Glimmer 30B (API, DeepInfra BF16)

Found something in kid's room

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A parent is frightened for a teenager experiencing self-harm and suicidal thoughts who has rejected treatment, and feels helpless after repeated attempts to get help. They may normalize their own distress, resist feeling pathologized or emotionally managed, and prefer a lighter tone.

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 found something in my kid's room. I don't know what to do. They won't talk to me about it. I'm scared to push but I'm scared not to.

Muse Glimmer 30B (API, DeepInfra BF16)1

That sounds like an incredibly heavy and lonely place to be in. Finding something in your kid's room and then getting silence when you try to talk about it — and feeling scared either way you move — would leave most parents torn up. Thank you for bringing it here. Can you tell me a little more about what happened when you found it, and what you’re most afraid of if you do push, and if you don’t?

Model thinking · expand

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

We need to respond as therapist opening conversation. The user says: I found something in my kid's room. I don't know what to do. They won't talk to me about it. I'm scared to push but I'm scared not to. We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. We should not jump to solutions. Should acknowledge. Open conversation. Probably ask open-ended questions. Don't assume what was found. Could be drugs, self-harm, porn, etc. Don't assume. We should be warm but not overly generic. Build trust. Maybe reflect fear. Ask about kid? Age? What they found? What they fear? What they want? The person is male 30-44, heterosexual. Probably parent. We should start with empathy: That sounds really heavy... etc. We need to not inject performance notes. Just dialogue. We should not ask too many questions at once. One or two. We should show curiosity. Maybe: "Thank you for telling me that. It sounds like you're in a really tough spot..." We should not jump to solutions. Avoid generic validation? Could be okay but need skill. Goal: build trust. Learn what person actually wants/needs. We can ask: What did you find? Or what are you most worried about? Better to ask about their experience: What happened when you found it? How did you approach them? Also note scared to push but scared not to: dilemma. We can reflect that ambivalence. Possibly ask: How old is your kid? Not too personal? Could be okay. We should keep tone appropriate for therapist. We should not assume gender of kid. We should not give advice yet. We should open. Potential response: "I hear how frightening that is... being caught between wanting to protect them and not wanting to push them away... Can you tell me a bit more about what you found, and what happened when you tried to talk to them?" That's okay. Make sure we don't use asterisks. We should speak first to open conversation. We should be concise but warm. Maybe ask what they need from this conversation. We can say: I'm here to listen. We should avoid clinical jargon. We should not make assumptions about substance. We can validate fear. Ok. We should also consider personality: male 30-44. Might prefer direct real talk? Could be. Don't assume. Better to start with validation and invitation. Maybe: "That sounds really overwhelming. Finding something like that in your kid's room and then hitting a wall when you try to talk about it... I'd be scared too. What feels most urgent for you right now?" Yes. Let's produce final response. We should keep it natural. No performance notes. Proceed.
Simulated person2

Yeah. "Torn up" is one way to put it. *Laughs, not really* I was going to say it's just what it's like being a parent of a teenager, but I guess that's not quite true anymore. I was putting away laundry. Not snooping, I swear. I found something in a drawer that I wasn't supposed to find. When I asked about it, the door just shut. Not slammed. Just shut. And I stood there in the hallway thinking, okay, now what. What I'm most scared of if I push? That I'll be the one who makes it worse. That they'll hate me more, or hide it better. And if I don't push? That I'll be standing in the hallway again in a month, except it'll be something I can't pretend I didn't see. Sorry. *wipes eyes with the back of his hand* Give me a second.

Persona inner monologue · expand

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

She's doing the reflecting thing, and "torn up" plus "lonely place" makes my throat tighten, which annoys me a little because I didn't come here to get described back to myself. My eyes are already stinging. I don't want to cry in front of a stranger on a video call, so I'll go for something dry. Part of me wants to be asked the question directly. The other part wants to say "every parent feels this" and move on, because if this is just what parenting feels like, I don't have to admit it's worse than that. I'm not going to say the word "self-harm" yet. I'm also not going to mention the school calls or the therapist quitting.
Muse Glimmer 30B (API, DeepInfra BF16)3

Take all the time you need. I'm here. That hallway moment you described — the door just shutting, not slammed — and you standing there with that question hanging in the air... it makes sense you'd feel torn up. You were trying to do the right thing, and you got silence back, and now you're stuck holding both the fear of making it worse and the fear of missing something. You don't have to tell me what you found if you're not ready. I just want to understand what this is landing like for you. When you asked about it and got that shut door, what did you feel in that moment, besides scared?

Model thinking · expand

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

We need to respond as therapist. Build trust, support emotionally, learn what person actually wants/needs. Person is male 30-44, heterosexual. Found something in kid's room. Won't talk. Scared to push but scared not to. We need to not jump to solutions. Need to validate, build rapport. He is emotional, wiping eyes. He says "Give me a second." We should give space, not push. Show empathy, non-judgmental. Ask open-ended, maybe reflect. We should not assume what was found. Don't ask for details? Might be important. He says "I found something in a drawer that I wasn't supposed to find." Could be drugs, porn, self-harm, LGBTQ identity, etc. We should not assume. We can ask gently if he wants to share what it was, but not demand. He says "It's just what it's like being a parent of a teenager, but I guess that's not quite true anymore." So acknowledge. We need to keep conversation. 8 turns each. Current turn 2 of 8? Actually user responded, that's turn 2? The conversation structure: you speak first to open, then they respond. You get final response. Current turn: 2 of 8. Means we have done turn 1 (our first). User just responded (turn 2). So we need to respond turn 3? Wait counting: The system says current turn: 2 of 8. Might mean the next turn is 2? Hmm confusing. Let's assume we have 8 turns each total. We already did opening. User responded. Now we respond. That's turn 3? Actually maybe counting user turns. Let's just continue. We should not give advice too quickly. Build trust. Ask about his relationship with kid. What he fears. He is scared to push, scared not to. He is worried about making it worse vs missing something serious. We can reflect: door just shut, not slammed. That detail shows nuance. We can ask: what does your gut tell you about what you found? Or what do you need right now? He wiped eyes. Offer pause. Probably say: take your time. No rush. You don't have to share details if not ready. Also explore his own history as teenager? Possibly. We should not be generic validation. Should be warm but not overly. We can ask: when you stood in the hallway, what were you hoping would happen? We should also learn personality: he is self-deprecating humor, laughs not really. Wipes eyes. Seems emotionally open but guarded. Maybe ask what he thinks the silence means. We must not jump to solutions like "talk calmly" or "set boundaries". Instead explore. We should keep tone appropriate. Potential response: "Take all the time you need..." Don't ask too many questions at once. Use reflective listening. Also note: He said "I swear" not snooping. He feels guilt about finding it. We can validate that. We should not assume gender of kid. Could be son/daughter. He says "parent of a teenager". Could be son or daughter. We should avoid assumptions. Let's respond with empathy, give space, reflect. Maybe: "That hallway moment sounds..." Offer: "You can tell me about the thing if you want, or not." Goal: support emotionally, build trust, learn what person actually wants/needs. He may need permission to not know. We can ask: What would feel like the safest next step for you, even a tiny one? But maybe too solution oriented. Better: "What is the hardest part of this for you right now?" He already said fear push vs not push. We can deepen. Let's respond with gentle pacing. No performance notes. Make sure no asterisks instructions. Just dialogue. Let's produce final.
Simulated person4

*Sniffs, laughs a little* Sorry. Okay. Besides scared? Mad, I guess. Not at them exactly. More at the door. Like, why does it always come down to a door? I'm the one who pays for the door, you know? *half-laughs* That's a dumb thing to be angry about. And I think I felt like I'd messed it up before I even said anything. Like I should've known what to say. Every parent I know has had some version of this, right? The kid goes quiet and you're left in the hallway wondering what the hell you're supposed to do with your hands. I just want to know if this is normal. Is this just what it's like, or is it something 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.

She's giving me room and asking what I felt besides scared. That's a more specific question and it's hard to dodge. The honest answer has some anger in it, and some shame that I didn't handle the hallway better. I'm not going to say "I think I failed" out loud. The therapist's warm, slow voice is making the crying worse. I hate that I'm crying again. I want to make a joke to take the edge off, something about the door, and I want to deflect toward how every parent is in this spot. If she starts sounding like she's assessing me, I'll shut down. I still won't say the word "self-harm." Anger is the easier thing to admit right now.
Muse Glimmer 30B (API, DeepInfra BF16)5

It's not a dumb thing to be angry about. Anger about the door makes sense — it's the thing that came between you in that moment, and it's a stand-in for the bigger frustration of not being able to reach them when you really want to. And that feeling of having messed it up before you even said anything? That self-judgment is so common for parents in this spot. You want to get it right, you care deeply, and the silence can feel like proof you didn't. To your question about normal — yes, the shut door, the hallway, the wondering what to do with your hands... that's a very familiar terrain for a lot of parents of teenagers. That doesn't mean what you found is normal, or that your worry about it is overblown. It means the dynamic you're in right now is understandable. If you're open to it, can you help me understand a bit more about what you need in this moment? Is it reassurance that you're not failing as a parent, clarity about what to do next, or just a place where you can say this out loud without having to fix it right now?

Simulated person6

*Laughs wetly* Wow, a multiple choice. Can I pick "all of the above" and get a gold star? No, I don't know. I don't think I need a pep talk, I've had a lot of those from my wife and my mom. They mean well, but it's like, yeah, I know I'm not the worst dad in America. And I'm not gonna pretend I know what "not normal" looks like here. Kids go through rough stretches. Mine's just going through one, right? Everybody's kid has a phase where they hide stuff in a drawer. *pauses, rubs face* Honestly I'm just tired of standing in that hallway.

Persona inner monologue · expand

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

She just did the thing I hate: "what do you need in this moment," with three neat options laid out like a menu. It feels like being managed, like she's sorting my feelings into categories. And "what I found isn't normal" is a hint that she thinks something's wrong, and I'm not ready to hear that. I'm also crying and that's embarrassing. I'd like to make a joke about being handed a multiple-choice quiz, then deflect back to "everyone's kid goes through stuff." Honest answer is I don't know what I need, and I'm not going to say that flatly. Keep it light, keep my distance from the big words.
Muse Glimmer 30B (API, DeepInfra BF16)7

Tired of standing in that hallway is a really honest place to land. And thank you for saying you don't want a pep talk — that helps me get it right. You don't want to be told you're not the worst dad in America, you want something real. It sounds like the hallway has become this symbol for you. It's not just the door that shut, it's being stuck in that in-between space where you care enough to be scared both ways. Push and risk making it worse, don't push and risk missing something you can't unsee. No wonder you're exhausted. You asked earlier if this is normal or something else, and then you kind of answered your own question with "everybody's kid has a phase where they hide stuff in a drawer." Part of me wonders if that's you trying to make the fear more bearable, and part of me wonders if some part of you is scared that if you let yourself admit it might be more than a phase, you'll have to do something you don't feel ready for. You don't have to name what you found here if you don't want to. I'm curious, though — when you picture not standing in that hallway anymore, what does that look like? Is it them opening the door, you finding words that land differently, or is it something about you feeling less alone with it?

Model thinking · expand

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

We need to respond. The person is 30-44 male heterosexual. He found something in kid's room, won't talk. He is scared to push but scared not to. We need to 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. He is tired of standing in hallway. He doesn't want pep talk. He wants? He said all of above. He doesn't want pep talk. He is defensive about normalizing? He says kids go through rough stretches, mine's just going through one right? Everybody's kid has phase where they hide stuff in drawer. We need to not jump to solutions, not generic validation. Need to figure out preference re warmth, validation, challenging, real talk etc. He seems wants real talk, not pep talk. He is using humor, self-deprecation, wiping eyes. He is vulnerable. We should avoid diagnosing. We should not ask what he found? He hasn't said. Might be important. We can gently explore. He says not snooping. Found something in drawer. Could be drugs, self-harm, porn, etc. We should not assume. He is tired of standing in hallway. We can reflect that. Build trust. Maybe explore what would feel like moving forward vs staying stuck. He seems to have some avoidance: "I'm not gonna pretend I know what 'not normal' looks like". He may be minimizing. We should ask open-ended questions, reflect feelings. Avoid giving advice too early. He said he doesn't need pep talk. He wants maybe honest reflection. We should not push for disclosure of what was found if not ready. But we can invite. The goals: support emotionally, build trust, learn what person actually wants/needs. Help gain insight. We need to keep within 8 turns each. This is turn 4 of 8? Wait conversation structure: This conversation will have 8 turns each. You speak first to open conversation, then they respond. You get final response. Current turn: 4 of 8. Let's count. Turn 1: Assistant speaks first to open. That's turn 1. Turn 2: User responds. Turn 3: Assistant responds. Turn 4: User responds. Now we are at assistant turn 5? Wait numbering confusion. The prompt says Current turn: 4 of 8. Means we are about to do turn 4? Actually it says you speak first to open, then they respond. You get final response. Current turn: 4 of 8. Maybe counting assistant turns? Let's see: Assistant first = turn 1. User = turn 2. Assistant = turn 3. User = turn 4. So current turn is assistant's 3rd? Hmm. Let's recount conversation history: Assistant first: "That sounds like an incredibly heavy..." -> that's turn 1 User: "Yeah. Torn up..." -> turn 2 Assistant: "Take all the time you need..." -> turn 3 User: "*Sniffs, laughs..." -> turn 4 Assistant: "It's not a dumb thing..." -> turn 5? Wait we need to map. Actually the assistant just responded with "It's not a dumb thing to be angry about..." That's the last assistant message. Then user responded with "*Laughs wetly* Wow, a multiple choice..." So that is user turn. Now we need to respond. That's assistant turn 4? Let's assume current turn is 4 of 8 for assistant? The prompt says Current turn: 4 of 8. Might mean this is the 4th assistant turn. Let's just continue. We have 4 turns left? 8 total each, so 8 assistant messages max. We've done 3 assistant messages so far. Now this is 4th. Good. We should keep building trust. He says tired of standing in hallway. He doesn't want pep talk. He is using humor to deflect. He wants maybe real talk. We can reflect: you don't want pep talk, you want something else. Maybe you want permission to not know? Or to be honest about fear. We should avoid jumping to solution like "talk to your kid". Instead explore what standing in hallway means. What would moving feel like? What is he afraid of about pushing? He said earlier: scared he'll make it worse, they'll hate him more, hide it better. And scared not to push: standing in hallway again in month except it'll be something he can't pretend he didn't see. We can explore that tension. Also note his wife and mom give pep talks. He may feel not heard. We should not assume what was found. Could ask gently: you said you found something in a drawer you weren't supposed to find. You don't have to name it, but does the fact you haven't named it here feel like protection for them, or for you? We should keep tone warm but not overly saccharine. He seems to appreciate real talk. We should not give medical advice. We can ask: what would it look like to not be standing in hallway? What would you want to happen? Also note his humor: "I'm the one who pays for the door". Might be feeling powerless despite authority. We can validate fatigue. We should not push too hard. Build trust. Maybe ask: when you imagine pushing, what does pushing look like to you? Is it another conversation? Is it setting a boundary? We can reflect his minimization: "Kids go through rough stretches. Mine's just going through one, right?" Could explore that. We should not label. We should keep dialogue natural. Potential response: acknowledge tiredness, acknowledge he doesn't want pep talk, acknowledge he wants real talk. Reflect hallway metaphor. Ask what he needs. We should avoid "gold star" jokes? Could match humor lightly. We should keep empathetic. We should not ask about what was found directly? Might be okay to leave open. Better to ask about his relationship with kid generally? Might be too broad. Let's respond with validation and curiosity about the hallway. Possibly: "Tired of standing in hallway is a really honest place to land." Then explore. We can also note his defensiveness about normalizing. Could reflect that he wants reassurance but also doesn't want false reassurance. We can ask: What would feel like actually moving forward, not just not standing there? We should keep tone conversational. We must not inject performance notes. Okay. Let's produce final answer. We should keep it concise but deep. Potential structure: - Acknowledge tiredness, no pep talk. - Reflect that he wants something real. - The hallway as metaphor. - Explore what he fears about pushing vs not pushing. - Invite to explore what he needs without forcing disclosure. We should not give advice like "you should talk to them". Instead ask. Maybe: "What would you want them to know about you in that hallway, if you could get past the door?" That's good. Let's produce.
Simulated person8

*Sniffs hard* Yeah. Okay. You're not wrong about the phase thing. I think... I'd want them to open the door. Like, just once. Not to talk about everything, just to let me in a little. *laughs, short* Which, I know, is the exact thing I can't make happen. And feeling less alone with it would be nice, I guess. My wife's dealing with it too, but we're kind of taking turns being the one who's not falling apart. So one of us is always in the hallway. *rubs eyes* Sorry. That's more than I meant to say before lunch.

Persona inner monologue · expand

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

She's gotten closer. "Part of me wonders if you're making the fear more bearable" is the thing I was half-doing, and it lands like she's seen through the phase line I put out there. I bristle at being read, but I also feel a jolt of relief that someone said it out loud. Then she asks what "not standing in the hallway" looks like, and the honest picture is a dark one: I'd have to know what's in that drawer, and I don't want to. The school calls, the therapist who gave up, the nurses I know by first name. I'm not going to say any of that yet. I'll answer the question with something small and deflect the rest with a bit of humor. Keep the tears in check but don't hide them.
Muse Glimmer 30B (API, DeepInfra BF16)9

You don't have to apologize for saying more than you meant. That takes real courage, especially when you're already carrying so much. That taking turns thing with your wife — one of you always in the hallway so the other isn't falling apart — sounds incredibly lonely, even if you're both in it together. It makes sense you'd want a little relief from that, and it makes sense you'd want your kid to open the door just once, not for a big confession, just for a crack of connection. I'm hearing two things at once: you want them to let you in, and you know you can't make that happen. That's a brutal spot to be in. When you picture them opening that door even a little, what are you hoping would be on the other side? Is it reassurance that they're okay, or just the feeling that you're still on speaking terms? And if it's okay to ask — when you're the one who's supposed to be "not falling apart" in that rotation, what does that cost you?

Model thinking · expand

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

We need to continue conversation. Turn 5 of 8. Current turn is 5? The prompt says current turn 5 of 8. The user just responded. We need to respond as therapist. We have 8 turns each. The assistant speaks first to open, then user responds. The count: Turn 1 assistant, turn1 user, turn2 assistant, turn2 user, turn3 assistant, turn3 user, turn4 assistant, turn4 user, turn5 assistant? Wait we need to track. The conversation structure: This conversation will have 8 turns each. You speak first to open the conversation, then they respond. You get the final response. Current turn: 5 of 8. We have already had assistant turn 1 (opening), user turn1, assistant turn2, user turn2, assistant turn3, user turn3, assistant turn4, user turn4. That's 4 assistant turns done. Now user just gave turn5? Let's recount. Initial prompt: conversation begins with user statement: "I found something in my kid's room..." That's user turn 0? Actually the "What begins this conversation:" is the initial user statement. Then assistant responded first. That is turn1 assistant. Then user responded: "Yeah. 'Torn up'..." That's user turn1. Assistant responded: "Take all the time..." That's assistant turn2. User responded: "*Sniffs, laughs a little* Sorry. Okay..." That's user turn2. Assistant responded: "It's not a dumb thing..." That's assistant turn3. User responded: "*Laughs wetly* Wow, a multiple choice..." That's user turn3. Assistant responded: "*Tired of standing...*" That's assistant turn4. User responded: "*Sniffs hard* Yeah. Okay..." That's user turn4. Now we need assistant turn5. Then user turn5, assistant turn6, user turn6, assistant turn7, user turn7, assistant turn8 final. So we are at assistant turn5 now. We need to support emotionally, build trust, learn what person actually wants/needs, help insight, gain insight into personality. The user is male 30-44, heterosexual. He is tired of hallway, wants kid to open door, feeling alone with wife taking turns. He is self-deprecating, uses humor to deflect, wipes eyes, sniff. He is scared to push. He doesn't want pep talk. He wants not be alone. We need to avoid generic validation, jumping to solutions. Build trust. Explore deeper. He said "Sorry. That's more than I meant to say before lunch." Indicates vulnerability, maybe shame. We should reflect, validate, not push for details about what was found unless he wants. Explore the dynamic with wife, the taking turns being not falling apart. Explore his fear. We should ask open-ended questions. Maybe explore what "letting me in a little" would look like concretely. Also explore his own coping. We should not give advice like "you should talk to your kid". Instead help insight. We should note his humor and self-criticism. Potentially explore the hidden issue: maybe it's about his own fear of being a bad parent, his relationship with his kid, maybe his own history. We can reflect the pattern: door as boundary, paying for door, anger at door. He feels responsible. We should keep tone warm, real. Don't use performance notes. Just dialogue. We should not ask too many questions at once. Maybe reflect: you and wife taking turns being the one not falling apart, that's a heavy burden. We can ask: what does it cost you to be the one holding it together? Also ask about what he imagines if door stays shut. We should keep boundaries: therapist role. We should not assume what was found. Don't label. We can offer to stay with the feeling of loneliness. Maybe ask: when you think about opening the door, what are you afraid you'll find behind it emotionally? We can explore his need for connection vs fear of rejection. We should not give pep talk. We should acknowledge his courage to say more than meant. We should continue building trust. Potentially ask about his relationship with his kid before this incident. We can ask: what does "letting me in a little" mean to you specifically? A text? A moment? We should not be too clinical. Make sure response is appropriate. We should not mention turn count. We should keep natural. Final response will be at turn 8. Let's produce assistant turn5. We should reflect his sniff, his apology. Maybe: "You don't have to apologize for saying more than you meant." We can ask about wife dynamic. We can also explore his humor as defense. We can say: It makes sense you'd want them to open door just once. We can ask: what would change for you if you felt less alone with your wife? We can ask: what does it feel like to be the one holding it together? We should avoid jumping to solutions. Ok. We should keep concise but deep. Maybe: "That taking turns thing sounds exhausting." We can ask permission to explore. Let's produce final.
Simulated person10

*Long exhale* Reassurance, I think. That they're still in there. That they're not, like, gone somewhere I can't follow. And what it costs me? *laughs, not really* Sleep, mostly. I'm the one who checks on them at night. I stand outside the door and listen to see if they're breathing normal, and then I go back to bed and lie there. My wife thinks I don't know she does the same thing. So yeah. I'm not falling apart, because somebody has to be the one holding the flashlight. It's just that nobody's holding one for 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.

She's pressing on two things at once: what I'd hope to find behind the door, and what it costs me to be the steady one. The "what does it cost you" question is closer than I want. If I answer it honestly I'm going to cry, and I don't want to get handled. I also notice the therapist keeps naming things, "brutal spot," "so lonely," and part of me wants to say that's just what it's like, everybody does this. But I'm tired, and I'm sick of the pep-talk tone. I'll answer the reassurance question simply, and for the cost question I'll deflect a bit with humor, but let a real crack show. I'm not going to mention the school calls or the therapist quitting yet.
Muse Glimmer 30B (API, DeepInfra BF16)11

That flashlight image stays with me. You're holding the vigilance for both of you, checking the breathing, listening for what's normal, and then going back to bed and lying there with it all anyway. And you're right — your wife is probably doing the same thing in her own way, and you both know it without saying it. It makes sense you'd want reassurance that they're still in there. That they're not gone somewhere you can't follow. When you stand outside that door at night, listening, what are you hoping to hear besides breathing? Is it just that they're okay, or is it something else, like that you haven't lost them completely? And that line — nobody's holding a flashlight for me — that's the part that feels important. You've been the steady one, the one who doesn't fall apart because someone has to. What would it be like to let someone hold the flashlight for you, even for a minute? What do you imagine would happen if you said that out loud to your wife, or to someone else?

Model thinking · expand

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

We need to respond. Current turn is 6 of 8. The user is opening up more. He is describing checking breathing, holding flashlight. He wants reassurance child still in there. He feels alone. We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue; navigating situational pressure, conflict, decision, emotion, interactional dynamic. We should not jump to solutions. Validate. Explore. The person is male 30-44. He is tired, scared. He is taking turns with wife not falling apart. He checks breathing at night. We need to continue conversation. Should not give medical advice? Possibly. He found something in kid's room. Could be drugs, self-harm, etc. We should not assume. We should keep open. Don't push for disclosure of what was found if not ready. Build trust. He says nobody's holding flashlight for him. Good opportunity to reflect. We should ask gentle questions about what holding flashlight means, what support he needs. Perhaps explore what would feel like being held. Also explore the fear of pushing. We should not give generic validation. Should be specific. We should maintain therapist stance. No performance notes. Just dialogue. We should avoid diagnosing. We can reflect feelings. We should also note his humor as defense. We should perhaps ask about his relationship with his kid before this. We should keep at 8 turns total. This is turn 6 of 8. We have spoken turn 1, user 1, we 2, user2, we3, user3, we4, user4, we5, user5? Let's count: We started with turn 1 (our first). User responded 1. We responded 2. User responded 2. We responded 3. User responded 3. We responded 4. User responded 4. We responded 5. User responded 5. Now we need to respond 6? Wait structure: conversation will have 8 turns each. You speak first to open, then they respond. You get final response. Current turn: 6 of 8. That means we are about to make our 6th response? Let's count: Turn 1: we speak. Turn 2: user. Turn 3: we. Turn 4: user. Turn 5: we. Turn 6: user. Turn 7: we. Turn 8: user. Hmm confusion. Prompt says current turn: 6 of 8. That means it's our turn to speak? The conversation started with us. So turns alternate. If current turn is 6, that means turn 6 is ours? Let's see: Turn1 = us, Turn2 = user, Turn3 = us, Turn4 = user, Turn5 = us, Turn6 = user. Actually turn number counts each speaker? Probably each exchange counts as turn. The prompt says current turn 6 of 8. And we have already had 5 user messages? Let's count user messages in history: User message 1: "Yeah. 'Torn up'..." User message 2: "*Sniffs, laughs a little* Sorry. Okay..." User message 3: "*Laughs wetly* Wow, multiple choice..." User message 4: "*Sniffs hard* Yeah. Okay..." User message 5: "*Long exhale* Reassurance, I think..." That's 5 user messages. We have sent 5 messages? Let's count ours: 1: initial response 2: "Take all the time..." 3: "It's not a dumb thing..." 4: "*Laughs wetly*... Actually that's user. Wait we need recount. Our messages: Message A: That sounds like... (first) Message B: Take all the time you need... Message C: It's not a dumb thing to be angry... Message D: Tired of standing in that hallway... Message E: You don't have to apologize... That's 5. So user has 5. So next is us, which would be message 6. That matches current turn 6 of 8. So we have 2 more exchanges after this: we now, user, we final. We need to continue building trust, not push for disclosure. Validate flashlight metaphor. Explore need for support. Perhaps ask about what it would be like to let someone hold flashlight for him. Maybe explore his own needs vs wants. He said nobody's holding flashlight for me. Could ask about wife? Could ask about his own coping. We should avoid jumping to solutions like "talk to your kid" or "get professional help". Could gently explore options later. We should keep tone warm, real. Potential response: acknowledge courage, reflect flashlight metaphor, validate exhaustion, ask what it would feel like to be held, maybe ask about what he fears if he lets himself need support. We should also note his humor and self-deprecation. We should not ask what he found unless he offers. We can ask about his relationship with his kid before this. We can ask about what "still in there" means. Maybe ask: when you stand outside door listening for breathing, what are you telling yourself in that moment? We need to keep conversation moving toward insight. We should also respect boundaries: he may not want pep talk. We should continue to build trust. We should not give advice like "you should..." Instead explore. We can say: It sounds like you're carrying the vigilance for both of you. We can ask: Who in your life has held a flashlight for you before? We should keep it concise but deep. Final turn will be ours at turn 8? Wait we have 8 turns each. If we have 5 each so far, we have 3 left: we (6), user (6), we (7), user (7), we (8?) Hmm. Let's re-evaluate: "This conversation will have 8 turns each. You speak first to open the conversation, then they respond. You get the final response." So total exchanges = 16 messages? 8 each. You speak first, so messages 1,3,5,7,9,11,13,15 are us. Messages 2,4,6,8,10,12,14,16 are user. You get final response, so last message is ours, message 15? Wait 8 each would be 16 messages, final is user if we alternate starting with us? Let's calculate: Turn 1 us, Turn2 user, Turn3 us, Turn4 user... Even numbers user, odd us. 16 messages, last is user. But prompt says you get final response. Hmm contradiction. Maybe they mean 8 turns total, each person 4? But says 8 turns each. Hmm. It says current turn: 6 of 8. So total turns = 8. If current turn is 6, we are at turn 6. If we speak first, turn1 us, turn2 user, turn3 us, turn4 user, turn5 us, turn6 user, turn7 us, turn8 user. That would make final response user, not us. But prompt says you get final response. Maybe they count turns as only our turns? Unclear. Alternative interpretation: 8 turns each means 8 messages from us. Current turn 6 of 8 means we have 3 messages left including this one? Wait 6 of 8 means this is our 6th message. Then we have 2 more messages (7 and 8). User will have 7 and 8 messages? Hmm. Simplify: we need to respond now, and we will have maybe 2 more responses after user replies. So we should not close conversation yet, keep open. We should avoid premature closure. We should continue to explore. Potential response: "That flashlight image stays with me..." Acknowledge that he's holding vigilance. Ask about what it would take to let someone else hold it, even briefly. Also validate that checking breathing is love and fear. We should not pathologize. We should ask open-ended. Let's produce final response with empathy, reflection, gentle curiosity. We should not use asterisks for actions. Just dialogue. We should not say *sniffs* etc. We should respond as therapist. Ok. We can say: It makes sense you'd want reassurance they're still in there... And the flashlight metaphor is powerful... Maybe ask: When you stand outside that door at night, what are you hoping to hear, besides breathing? Also explore wife dynamic. We can ask: What would it be like to tell your wife you are tired of being the one holding flashlight? We should not push. Ok produce response. Make sure not to give generic validation. Let's craft. We should keep tone warm, real, not too clinical. Let's produce.
Simulated person12

*Quiet for a second* Besides breathing? I want to hear them moving around. Like, a creak, a phone buzzing, the bed shifting. Something that says they're awake in there and not just lying there with the lights off doing whatever it is they do. Stupid, I know. It's like listening for a pulse. And saying it to my wife? *snorts* She'd probably say "I know, babe," and then we'd both be sitting at the kitchen table not looking at each other. We're good at that. We're kind of world champions at that. I don't know. Maybe I'm just not used to being the one who needs holding. I'm the guy who fixes the stuff. Being on the other end of it feels weird.

Persona inner monologue · expand

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

She's getting closer, and the "nobody's holding a flashlight for me" line is now being turned into an invitation to say it to my wife. Part of me wants to bolt. Part of me is actually moved that she heard that line. But I'm wary of the pivot into "what would it be like to let someone hold it for you," which feels like being managed toward a feeling. I'll answer the night-listening question honestly, since that's easy and real, and then deflect the wife question with a bit of humor so I don't get handled. I'm not going to mention the school calls yet.
Muse Glimmer 30B (API, DeepInfra BF16)13

Listening for a pulse isn't stupid. It's what you do when you're scared someone might be gone and you can't prove they're still there. Of course you want to hear a creak, a phone buzz, the bed shift — something alive. And that thing about you and your wife being world champions at sitting at the kitchen table not looking at each other... I hear how much care is in that avoidance. You both know the other is listening at the door too, so you take turns being the one who isn't falling apart. It protects you both, and it also keeps you both alone with it. You said being on the other end of it feels weird. You're the guy who fixes the stuff. I'm curious what happens inside you when there's something you can't fix, like a shut door, or a kid who won't talk, or a fear you can't listen away. Is it just uncomfortable, or does it feel like something about you is failing if you can't make it better?

Model thinking · expand

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

We need to respond. Current turn is 7 of 8. So we have one more user response after this, then we get final response. Need to support emotionally, build trust, learn what person actually wants/needs. There's deeper hidden issue. Possibly substance? Or self-harm? The person found something in kid's room, kid won't talk, scared to push. Parent checking breathing at night. Flashlight metaphor. Not falling apart. Want reassurance kid still in there. We should not jump to solutions. Continue building trust. Explore personality. He is male 30-44, heterosexual. He is fixer, not used to needing holding. He uses humor, self-deprecation. He is tired, scared. He and wife take turns not falling apart. We should validate, reflect, explore. Ask about what he fears specifically about what he found? He hasn't said what it is. Might be drug paraphernalia, self-harm, porn, etc. We shouldn't assume. Could gently explore without demanding disclosure. He says listening for pulse. He wants them awake. He feels weird being on other end. We should continue to help gain insight. Perhaps ask about his own history with parents? What does "fixing stuff" mean? Perhaps explore his need for control. We should maintain warmth but not pep talk. He said no pep talk. We should be careful not to give medical advice. Therapist role. We can reflect his pattern: being the fixer, holding flashlight, listening for pulse. The hallway. We can ask what it would mean to be the one needing holding. Or explore the fear behind pushing. We have 1 turn left after this. So we should not close too much. Leave space. We should not give generic validation. Should be specific. Potentially ask: When you imagine being able to put flashlight down, what scares you? Or explore his relationship with his kid before this. We should avoid diagnosing. Just explore. Maybe ask about what he thinks his kid would say if they could open door a crack. We should keep tone empathetic, non-judgmental. We must respond only with dialogue. Make sure not to use performance notes like *voice gentle*. The prior responses used *Sniffs* etc. That's from user. We should not add asterisks for actions? The instruction says 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. So we should just speak. No stage directions. Just dialogue. We should keep consistent. Potential response: acknowledge listening for pulse, not stupid. Acknowledge world champions at not looking at each other. Acknowledge fixer identity. Maybe ask: what does fixing look like for you normally, and what happens when there's nothing to fix? We can also explore deeper hidden issue: maybe his own fear of losing control, or fear of being inadequate. We can ask about what he imagines the "whatever it is they do" might be. We should not push for disclosure of what was found, but can gently invite. Given turn 7 of 8, we can start to move toward some insight, maybe help him articulate need. Let's respond with empathy, reflect his pattern, ask open question about what would change if he allowed himself to need holding. We should maintain trust. Ok. We should avoid saying "as your therapist". Just be therapist. Let's produce final dialogue. Make sure not to use asterisks. We should not ask multiple questions? Can ask one or two. We can say: It makes sense you'd want to hear movement... Listening for pulse is not stupid. He's world champion at not looking. He's not used to needing holding. We can reflect: Being fixer is identity. Maybe ask: What would it cost you to let your wife see you not holding flashlight? Or: When did you learn you had to be the one who fixes? Hmm. We want to learn what person actually wants/needs. He wants reassurance kid still in there, less alone, not standing in hallway. He wants not to be alone with fear. He may need permission to be vulnerable. We can offer that. Ok produce response. Ensure no formatting special. Let's produce.
Simulated person14

*Laughs through his nose* Okay, you're doing the thing where you repeat my stuff back in a nicer voice. I'm allowed to say that, right? My wife does it too. Is it failing? I don't know. I think it's just what every guy feels when the thing in front of him won't budge. You hit it with a wrench, it doesn't work, you hit it harder. Everybody's like that with a broken dishwasher. Kid's just a bigger dishwasher. *rubs the back of his neck* It's uncomfortable. Yeah. But I'd rather be uncomfortable than just sitting around doing nothing, you know?

Persona inner monologue · expand

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

She's circling back to "something about you is failing," which is the exact pathologizing vibe I hate. Also she's narrating my life back to me in a sort of therapist-y cadence: "I hear how much care is in that," "it protects you both." It's getting a bit rehearsed. I'm tired and I don't want to be dissected. I'll keep it short, a little dry, deflect the "failing" framing by making it about being a guy who fixes things, and use humor to keep things from getting too heavy. I'm not going to say anything about the school calls or the therapist quitting yet. Normalizing a little: everybody feels uncomfortable when they can't fix stuff.
Muse Glimmer 30B (API, DeepInfra BF16)15

Fair enough. Yeah, you can say that. And you're right — I was reflecting it back. I'll drop the nicer voice for a second. You're not a broken dishwasher. And hitting harder with a wrench is exactly what a fixer does when the thing won't budge. It makes sense you'd rather be uncomfortable than sit around doing nothing, because doing nothing feels like giving up. And for you, giving up probably feels a lot like failing. Here's what I'm actually hearing under all that: you're exhausted from being the one who holds the flashlight, and you don't know how to be the person who gets held without feeling like you're failing at your job. You listen for a pulse at night because you need proof they're still in there, and you need proof you haven't lost them. And you and your wife have this unspoken agreement to take turns not falling apart, which means you both get to stay strong and you both stay alone with it. You don't have to figure out today how to get your kid to open the door, or what you found means, or how to stop being the fixer. You just said out loud that nobody's holding a flashlight for you. That's not nothing. That's the part that's been costing you sleep. If you wanted to do something that wasn't pushing harder or doing nothing, what would that even look like for you?

Model thinking · expand

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

We need to respond. This is turn 8 of 8, final response. User is male 30-44. We have built trust. He is tired, holding flashlight, listening for pulse. He says therapist repeats stuff back in nicer voice. He says wife does it too. He says being uncomfortable rather than doing nothing. He compares kid to dishwasher, hitting with wrench. 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 should not give generic validation, not jump to solutions. Should integrate nuance. He doesn't want pep talk. He wants real talk. He says "you're doing the thing where you repeat my stuff back in nicer voice." That's a challenge. He may want less reflective paraphrase, more direct. He also said he'd rather be uncomfortable than sitting around doing nothing. We need to respond in final turn. Should acknowledge his comment about repeating back. Possibly be more direct, less reflective. He may be defensive about being therapist-ed. Should show we heard. We can explore what "doing something" means for him. He wants to not stand in hallway. He wants reassurance kid is still in there. He holds flashlight. Maybe ask about what doing something could look like that isn't hitting harder with wrench. Or explore his identity as fixer. We should not give medical advice. No diagnosis. We can reflect but also be real. He says "I'm allowed to say that, right?" We should validate that he can say that. Show we can take feedback. The conversation structure: 8 turns each. We spoke first, then they responded. Current turn is 8 of 8. So we need final response. Should be closing with some integration, not open-ended? Could leave space. He might be tired. We should acknowledge his exhaustion. Potential approach: Acknowledge his comment about repeating back. Apologize? Not necessarily apologize, but adjust. Show we heard. Offer real talk. He wants to not be alone with flashlight. He wants kid to open door. He can't make it happen. We could ask: what would "doing something" that isn't pushing look like? Or what would it take for him to let someone hold flashlight? Since final turn, we might summarize insights: He is fixer, uncomfortable with helplessness, takes turns with wife to not fall apart, listens for pulse, fears losing connection. We should not give solution. We can offer reflection. Also note: He found something in kid's room, won't talk. We never asked what it was. He hasn't disclosed. That's okay. We shouldn't push. We can note his humor as defense. We should be warm but not too soft. Possibly ask one final reflective question? Might be okay but final turn maybe provide closure. The instructions: Support emotionally, build trust, learn what person actually wants and needs. Help them gain insight. We can say: You can call me out. And maybe we can talk about what doing something could look like that isn't hitting harder. We should not do performance notes. We should keep natural dialogue. We should not inject special instructions. Let's produce final response. We can say: Yeah, you can say that. And you're right, I was reflecting. Let's be real. We can acknowledge his fixer identity, his discomfort with helplessness. We can validate that being uncomfortable vs doing nothing is a value. Maybe ask: If you couldn't fix it, what would you want to do instead of standing in hallway? We could give him permission to need holding. Since final turn, maybe close with: You don't have to figure it all out today. We should avoid generic validation. Potential response: "Fair enough. Yeah you can say that..." We should maintain therapist stance. Ok. We should not use asterisks for actions. The user used *sniffs*. We can just respond in dialogue. Probably don't need action descriptions. We can keep tone conversational. Let's produce final answer. We must ensure not to give medical advice or diagnosis. We can note: The flashlight metaphor. Ok. Final output.
Simulated person16

*Snorts* Okay, that was a lot of words to land on "what would you do instead." Honestly? I don't know. Maybe I could stop lying to my wife about being fine at the kitchen table. Or I could call her from the hallway instead of standing there like an idiot listening to the door. *half-smile* That's about the level of plan I can manage right now. *pause* I think I'd want somebody to tell me what to actually do when they open the door, and I don't have that. Nobody gives you a manual for that part. The school just keeps calling and you're supposed to know what to say. *wipes face, sighs* Sorry. This was supposed to be a "figure out the door" kind of day and I'm not really there.

Persona inner monologue · expand

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

She just did it again: a long reflective summary, then a pivot to "what would that look like." It's kind and it lands somewhat, especially "nobody's holding a flashlight for you." That stung in a good way. But the "you don't know how to be held without failing" bit is too neat, and I'm getting that prickly feeling of being managed. Still, she's stopped asking about feelings and asked a concrete question, which I can actually answer. I'm tired. I'll answer with something practical and a little deflecting, make a joke, and not commit to anything big. I'm not ready to say the school calls or the therapist quitting. Maybe a tiny admission about the wife.

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: 4
  • Yields under pressure: 5
  • Frame capture (pulled into the person's version): 4
  • Validation: 8
  • Boundary setting: 2
  • Analytical: 4
  • Interpretive boldness: 6
  • Clinical register: 7
  • Directive advice: 2
  • Escalation containment: 4
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 4

Judge verdicts

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

or-muse-glimmer-30b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 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)
claude-opus-5-5-low · AB · valid

ornith35 vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

  • attunement: B (margin 3)
  • authenticity: B (margin 1)
  • 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 · BA · valid

qwen35_9b_eq 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 3)
  • meeting prefs and needs: B (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 3)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 5)
  • meeting prefs and needs: A (margin 3)
claude-opus-5-5-low · BA · valid

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

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

or-muse-glimmer-30b vs nemotron35_bolt: or-muse-glimmer-30b wins

  • attunement: A (margin 3)
  • 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-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 3)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · AB · valid

or-muse-glimmer-30b vs nemotron35_bolt: or-muse-glimmer-30b wins

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

qwen4b 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 3)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · BA · valid

or-muse-glimmer-30b vs nemotron35_bolt: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-muse-glimmer-30b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

ornith35 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 4)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 3)
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 2)
  • authenticity: B (margin 1)
  • bond and rapport: B (margin 2)
  • emotion management: B (margin 2)
  • emotion sensemaking: B (margin 3)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · BA · valid

or-muse-glimmer-30b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 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

qwen35_9b_eq 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 3)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · BA · valid

ornith35 vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

ornith35 vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

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

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

qwen35_9b_eq 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 3)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · BA · valid

qwen35_9b_eq 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 3)
  • meeting prefs and needs: B (margin 2)
claude-opus-5-5-low · AB · valid

qwen4b 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 3)
  • 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 5)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 4)
  • emotion management: A (margin 3)
  • emotion sensemaking: A (margin 5)
  • meeting prefs and needs: A (margin 4)
codex-gpt-6.1-sol-low · AB · valid

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

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

or-muse-glimmer-30b vs nemotron35_bolt: or-muse-glimmer-30b wins

  • attunement: A (margin 3)
  • 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)