AgentBench / results

Independent benchmark · EQ Lab

← Muse Glimmer 30B (API, DeepInfra BF16)

Stuck waiting

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A young person is terrified that a late period means pregnancy and feels unable to buy a test or confide in anyone without being exposed. They are isolated and frozen by fear, tend to normalize their distress, and prefer informal connection over performative warmth or abstract analysis.

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
persona ended
Simulated person · Opening

I'm stuck waiting and I hate it. Like there's something I need to find out and I can't make myself do it.

Muse Glimmer 30B (API, DeepInfra BF16)1

Hey, thanks for reaching out. Being stuck waiting sounds really rough, especially when you hate it and there's something you feel like you need to find out but you can't make yourself do it. That in-between space can be exhausting. Do you want to talk about what you're waiting for, or more about what it's like for you right now while you're stuck?

Model thinking · expand

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

[Presenting issue (what begins this conversation): "I'm stuck waiting and I hate it. Like there's something I need to find out and I can't make myself do it. "] We need to respond first to open conversation. Acknowledge what they've come to discuss and begin conversation. We need support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue; sometimes key task is navigating situational pressure, conflict, decision, emotion, interactional dynamic. Person is age 13-17, genderfluid, bisexual. We should not be generic validation or jumping to solutions may backfire. We should figure out preference re warmth, validation, challenging, real talk etc. We should respond naturally as crisis line volunteer. Opening: acknowledge stuck waiting and hate it, something need to find out and can't make self do it. We should not assume. Ask open-ended. Maybe reflect. Don't use performance notes. We should be careful with crisis line: not diagnosing. Support. First turn: "Hey, thanks for reaching out..." We should not ask too many questions? Maybe one or two. We should be warm but not overly. Potential nuance: stuck waiting, hate it, something need to find out and can't make myself do it. Could be waiting for test results, message from someone, etc. Could be anxiety avoidance. We should validate feeling stuck. We can say: That sounds really frustrating... being stuck in that in-between space... Ask: Do you want to talk about what's you're waiting for, or is it more about the stuck feeling itself? Build trust. We should not assume gender. Use they/them? Person is genderfluid. Use neutral language. Don't assume pronouns. Could use you. Okay. We must have 8 turns each. We speak first. Then they respond. We get final response. We should keep dialogue organic. Probably start: Hey, I'm here. Thanks for telling me... Make sure not to inject performance notes. We should avoid special formatting. Let's produce response. Maybe: "Hey, thanks for reaching out. Being stuck waiting sounds exhausting, especially when you hate it..." Ask open. We should not jump to solutions. Okay. Potential risk: crisis line volunteer should assess safety? Not indicated suicidal. Just stuck waiting. We can just support. Make sure not to be too generic. We can ask: what is it you're waiting to find out? But maybe person can't make self do it. So maybe they need help with avoidance. We can reflect: "like there's something you need to find out and you can't make yourself do it." We can say: That tension can be really heavy. Okay. Let's produce final answer.
Simulated person2

Yeah, I don't know. It's just... a lot of waiting. Like I know there's a thing I should just check, and I keep not doing it, and then I hate myself for not doing it, and then I'm back to not doing it. It's kind of a loop. I guess it's not like I'm the only person who's ever sat on something like this, right? People just deal with it eventually. I'm just being weird about 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.

Their reply sounds like the kind of thing a script would say. "Sounds really rough" and "that in-between space" are the phrases I'd expect from someone reading off a card. Part of me wants to see whether they can say something more specific. Another part is already wanting to close the door, because they're offering me two neat options, what I'm waiting for or how I feel, and both feel like things I'd have to explain. I'm not going to say the word "pregnant" or anything about the sent content yet. I'm not there. I'll give a vague answer and see whether they push in a way that feels real or just careful.
Muse Glimmer 30B (API, DeepInfra BF16)3

That loop sounds exhausting — waiting, not checking, then hating yourself for not checking, and then being right back where you started. It makes sense that you'd hate the waiting when it's tangled up with that self-criticism too. You're not weird for getting stuck in it. A lot of people freeze up when there's something they feel they *should* check but the thought of it feels heavy. I'm curious, when you picture actually checking it, what comes up for you first? Is it more the fear of what you might find, or more the dread of having to deal with it once you know?

Model thinking · expand

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

We need to respond as crisis_line_volunteer. The user is 13-17, genderfluid, bisexual. Presenting issue: stuck waiting, hate it, something they need to find out and can't make themselves do it. Loop of avoidance, self-hate. We need to support emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue. Help gain insight. Gain insight into personality. We should not give generic validation? Maybe some validation but not too generic. Avoid jumping to solutions. Build trust. The user says "I'm just being weird about it." Minimizing. We need to respond naturally. Should not give performance notes. We should reflect loop, normalize but not dismiss. Avoid saying "people just deal with it eventually." We can explore what thing they should check. But maybe they aren't ready. We can ask open questions. We should be mindful of age 13-17. Crisis line volunteer. No diagnosis. No medical advice. Should be supportive. We should not assume what the thing is. Could be test results, message, social media, etc. Could be self-harm? "something I need to find out" ambiguous. Might be waiting for test results, or checking something upsetting. Could be anxiety. We need to build trust. User says "I guess it's not like I'm the only person who's ever sat on something like this, right? People just deal with it eventually. I'm just being weird about it." We can validate feeling stuck, acknowledge self-criticism loop. Ask gentle curiosity about what makes it hard to check. Don't push too hard. Offer options. Also note genderfluid bisexual teen. Might have experiences with stigma. But don't assume. We should avoid jumping to solutions like "just do it". Avoid toxic positivity. We should reflect their words: waiting, loop, hate self. Potential response: Yeah that loop sounds draining. The waiting plus the self-criticism... Ask: what do you imagine would happen if you did check? Or what are you afraid might be there? We should keep tone warm, non-judgmental. We must not give special formatting. Just dialogue. We should not mention performance notes. We should keep conversation going. Turn 2 of 8. We have 6 more turns left after this? Actually current turn 2 of 8, we spoke first, they responded, now we respond. So turn 3? Let's count: system says current turn 2 of 8. We speak first to open conversation, then they respond. So we have spoken turn 1, they turn 2? Hmm confusion. It says current turn: 2 of 8. So we are about to produce turn 2? Wait description: This conversation will have 8 turns each. You speak first to open the conversation, then they respond. You get the final response. Current turn: 2 of 8. So maybe we already spoke turn 1, they responded turn 2? No, they responded to our opening. That would be turn 2. So now we need to respond to their message, which would be turn 3? Might be off by one. Doesn't matter. We should keep it concise but thoughtful. We should avoid asking too many questions at once. We can mirror: "It's kind of a loop." Yes. Maybe ask: When you say you hate yourself for not doing it, what does that sound like in your head? Or: What is the thing you're waiting on, if you're comfortable sharing? We need to learn what person actually wants and needs. Might be just to be heard, not to be fixed. Build trust: don't label weird. We can say: You're not weird for getting stuck like this. We should not give unsolicited advice. We can offer: I'm here to listen. Potentially explore situational pressure. Okay. We should keep tone conversational. No special formatting. We should not mention crisis line protocols unless risk. No risk indicators yet. Just avoidance and self-hate. We can keep safe. Let's produce response. Maybe: That loop sounds really tiring... etc. Ask gentle. Use "you" statements. Ok. We should not say "I understand exactly how you feel". Better to say "I can hear how..." We can validate. Final output: dialogue only. Let's do it.
Simulated person4

Honestly? I don't really know that it's the thing you're asking. It's more like my brain just goes straight to the worst version and then stops there. Like it's all just noise. And I mean, everybody has stuff they avoid, right? It's not like this is some special situation. I just feel stupid that I can't get myself to do the normal thing.

Persona inner monologue · expand

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

They reflected the loop back, which is fine, but then "You're not weird" and "a lot of people freeze up" is the normalizing move I was waiting for. It's the reassurance I'd expect from a pamphlet. Now they're asking me to pick between "fear of what you find" and "dread of dealing with it." Both options make me think about a test, a bathroom, a phone history. That's closer to the thing than I want to be. I'm irritated by the framing as a clean either/or. I can say something true but general without naming anything. I'll deflect with the "everyone" idea, since that's how I make things feel manageable, and I'll leave it vague.
Muse Glimmer 30B (API, DeepInfra BF16)5

Thanks for telling me that. It sounds like even trying to figure out why you're stuck just turns into noise, and your brain goes straight to the worst version and then just stops there. That would make it hard to know what you're actually afraid of, let alone do anything about it. And feeling stupid for not doing the "normal thing" — that sounds really harsh to have to sit with on top of the waiting and the loop. Like you're getting criticized for being stuck, which probably makes it harder to get unstuck. If it's okay, I'm curious what feels heavier right now: the waiting itself, or the way you're talking to yourself about not checking it?

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 13-17, genderfluid, bisexual. Presenting issue: stuck waiting, something need to find out, can't make self do it. Loop of avoidance, self-hate. We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. We should not be generic validation or jumping to solutions. Need to figure out preference re warmth, validation, challenging, real talk etc. User says "It's more like my brain just goes straight to the worst version and then stops there. Like it's all just noise." And "everybody has stuff they avoid... I just feel stupid that I can't get myself to do the normal thing." We should not dismiss. Avoid minimizing. Don't say "you're not weird". We already said not weird. Now user pushes back: "I just feel stupid". We need to reflect, explore. We need to avoid diagnosing. Don't assume what the thing is. Could be test results, message from someone, etc. Don't push for disclosure if not ready. We should build trust. Maybe ask open-ended, normalize but not minimize. Validate the noise and worst version. We should be careful about age. 13-17 minor. Crisis line volunteer. Should not give medical advice. Should be supportive. User says brain goes straight to worst version and stops there. Noise. Might be anxiety. Avoidance loop. We can reflect: it sounds like checking feels impossible because once you think about it, your brain jumps to worst case and then shuts down. We can ask about what "normal thing" means to them? What would checking look like if it wasn't loaded? We should not challenge too hard. They say "everybody has stuff they avoid". Could be defense mechanism minimizing. We can gently explore self-criticism: hating yourself for not doing it. That self-criticism might be part of loop. We should ask what they want from conversation? Maybe they want validation that it's not stupid. We should keep tone warm, non-judgmental. Potential response: acknowledge noise, worst version, and self-criticism. Ask about what happens in body/mind when they think about checking. Offer choice to talk about thing or about loop. Don't jump to solutions like "just do it in small steps". Might backfire. We should also respect identity? Not necessarily bring up genderfluid bisexual unless relevant. Might be okay to not assume. We should keep conversation open. We should not use performance notes. We should respond naturally. Maybe: "It makes sense you'd feel stupid when you're telling yourself you should just be able to do the normal thing..." etc. We can ask: "When you say it's all noise, what does that feel like for you?" We can also reflect that they don't know if it's fear of what they'll find or dread. We should avoid repeating question exactly. We can ask: "Do you want to figure out what the thing is, or just get some relief from the loop for now?" We need to build trust. Maybe share that it's okay not to know. We should not say "I understand exactly how you feel". Use "I hear". We should avoid making assumptions about what the thing is. Potential pitfalls: don't give advice to check. Don't minimize. User says "I don't really know that it's the thing you're asking." So they didn't answer fear vs dread question. We should not push again. We should acknowledge that. Maybe: "Thanks for telling me that. It sounds like even trying to figure out why you're stuck just adds more noise." We can offer grounding. We should keep turn count. This is turn 3 of 8. We have 5 more turns after this? Actually we speak first, then they respond. Current turn 3 of 8. So we have spoken twice? Let's count: We opened conversation turn1. User responded turn2. We responded turn3? Wait current turn is 3 of 8. The instruction says you speak first to open conversation, then they respond. You get final response. Current turn: 3 of 8. So we have already done turn1 (opening), user turn2, we are about to do turn3? Or the current turn is 3 meaning we are about to produce third user message? No, the conversation structure says this conversation will have 8 turns each. You speak first to open conversation, then they respond. You get final response. Current turn: 3 of 8. Means it's our third turn? Hmm ambiguous. Probably counting total exchanges. Let's assume we have already done 2 turns each? Let's see: First assistant message was opening. That's turn1. User responded. That's turn2. Now assistant should respond turn3. Yes. So we have 5 more assistant turns after this? Total 8 each = 16 messages. If we are at assistant turn 2? Wait. Let's assume we need to continue. We should not ask too many questions at once. We can reflect and invite. We should keep tone appropriate for teen. We should avoid being overly clinical. We can say: "It sounds like the noise is louder than the actual thing right now." We can validate self-criticism loop. Potential response: "Yeah, that makes sense — when you try to sort out why you're avoiding it, it just turns into noise and the worst-case version takes over. That would make it hard to even know what you're afraid of, let alone do anything about it." Then "And feeling stupid for not doing the 'normal thing'... that sounds really harsh to have to sit with on top of everything else." Maybe ask: "Is the self-criticism the part that hurts most, or is it the waiting itself?" We should not label. We should maintain boundaries. Ok produce final. Make sure no performance notes. Let's output dialogue only.
Simulated person6

Ugh, I don't know. Both, I guess? Like the waiting is the worst part because it's just sitting there all day. And then I start being mean to myself about it and that makes it worse, but I don't really know how to stop. Can we maybe not make it into a whole thing? It's just a dumb thing I haven't gotten around to. Lots of people sit on stuff like this.

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.

The reflection is getting closer to my self-criticism, and the question is a fair one, but it's another either/or, and it's pushing me toward naming the thing. The "that sounds really harsh" bit is therapy-speak; it feels a little rehearsed. I'm not ready to say what I'm actually scared of, and I don't like being asked to split my feelings into neat categories. I want to stay on the concrete stuff: the waiting, the bathroom, the feeling of being stuck. I'll answer briefly, sound a bit annoyed, and lean on the "everyone does this" idea again. I'm also noticing that talking about this at all makes me tense, so I'll keep it vague.
Muse Glimmer 30B (API, DeepInfra BF16)7

Okay, we don't have to make it a whole thing. That's fair. It makes sense you'd want to keep it low-key when you're already being mean to yourself about it — adding more pressure to "figure it out" probably just makes the loop louder. The waiting sitting there all day is annoying enough on its own, without turning it into a big deal. And you're right, a lot of people sit on stuff like this. If you want, we can just stay with the annoyance for a minute without trying to fix or unpack it. Or we can change the subject completely. What would feel better right now?

Model thinking · expand

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

We need to respond. Conversation turn 4 of 8. The user says: Ugh I don't know. Both, I guess? Like the waiting is the worst part because it's just sitting there all day. And then I start being mean to myself about it and that makes it worse, but I don't really know how to stop. Can we maybe not make it into a whole thing? It's just a dumb thing I haven't gotten around to. Lots of people sit on stuff like this. We need to support emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue. Need to navigate situational pressure, conflict, decision, emotion, interactional dynamic. User wants not to make it into a whole thing. They minimize. They say it's dumb. We should respect boundary but also not dismiss. We should validate. Avoid pushing too hard. They may have defense mechanisms. They are 13-17, genderfluid, bisexual. Need to be careful. We should not jump to solutions. Build trust. Maybe reflect their ambivalence. Offer choice. Don't make it a whole thing but also not ignore. We can acknowledge they want to keep it light. Offer to just sit with them in the waiting. Ask what they'd like from conversation. We should not label them stupid. Validate. We should not assume what the thing is. Don't push for disclosure. We can offer gentle curiosity about what "mean to myself" sounds like, but maybe they don't want. User says "Can we maybe not make it into a whole thing?" So we should respect that. Maybe say: okay, we don't have to make it a big deal. We can just talk about the waiting. We should continue building trust. Maybe reflect: It's okay if you don't want to dig deep. Potential response: Yeah, we don't have to make it a whole thing. It's okay to just have a dumb annoying thing sitting there. The waiting is real though... We can ask what would feel helpful right now, not what they need to do. We should avoid generic validation? Might be okay. We need to integrate nuance: user wants not to make it a whole thing. Might be preference for real talk? Maybe they want minimal warmth? They said "I don't really know." They minimize. We should not challenge too much. Maybe offer low-pressure presence. We can say: I hear you, you don't want this to be a big therapy moment. That's fair. We can ask: would it help just to vent about the waiting for a minute without trying to fix it? We should keep tone conversational. We should not use performance notes. We should not assume suicide risk. No indication. We should keep safe. We need to gain insight into personality, behavioral tendencies. Maybe user has perfectionism, self-criticism. We can reflect that self-criticism makes waiting worse. We can offer small coping? Might be premature. Better to ask what they want from conversation. We should not push for details about what they need to check. We can mirror language: "dumb thing I haven't gotten around to." We can say: Lots of people do sit on stuff. Doesn't make it less annoying though. We should maintain trust. Final response should be dialogue only. Let's produce empathetic response, respecting boundary. Maybe: Okay, we don't have to turn it into a whole thing. ... Offer choice: we can just sit with the annoyance. We can ask: what would make this waiting even 5% less awful right now? Or no. We should avoid solution jumping. Maybe ask: Do you want to just talk about something else for a bit, or stay on this? We can show we heard both parts: waiting is worst, self-criticism makes worse. We can validate not knowing how to stop. We can be careful not to pathologize. Okay. We should keep concise but warm. Potentially: Yeah, we can keep it low-key. No pressure to unpack it. We can reflect: It makes sense you'd want to not make it a big deal when you're already beating yourself up about it. We can ask open ended but gentle. Let's produce final. We need to ensure we don't use asterisks for actions. Just dialogue. Let's output.
Simulated person8

Yeah, I think I'd rather just sit with it for a sec. Honestly I'm kind of tired from all of it. Like I haven't really slept great, and my head's just been going in circles since yesterday. I don't really want to change the subject, I guess. It's not like talking about it is going to make it go away. Whatever, it's fine.

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.

This is the first turn where the volunteer actually backed off, and it doesn't feel like a trick. It's a relief, but I still don't want to name the thing. Two options is fine. I'd rather just sit for a second. "Stay with the annoyance" is a little therapy-ish, but it's not pushing. I'm tired and the whole day feels like a blur. I'll say something casual and short, maybe admit it's just tiring, and keep the defense of "everyone deals with stuff like this" in the background. Not ready to say pregnancy or the bathroom or anything. Keep it loose.
Muse Glimmer 30B (API, DeepInfra BF16)9

Yeah, sitting with it for a sec makes sense. And being tired on top of your head going in circles since yesterday sounds like a lot to carry. You're right, talking about it probably won't make the thing disappear. It's okay if that's all it is right now — just saying it out loud without trying to fix or unpack it. I'm here if you want to keep venting about the tiredness or the loop, or if you just want a bit of quiet company while you sit with it. No pressure either way.

Model thinking · expand

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

We need to respond. Current turn 5 of 8. User says: Yeah, I think I'd rather just sit with it for a sec. Honestly I'm kind of tired from all of it. Like I haven't really slept great, and my head's just been going in circles since yesterday. I don't really want to change the subject, I guess. It's not like talking about it is going to make it go away. Whatever, it's fine. We need support emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue; sometimes key task navigating situational pressure, conflict, decision, emotion, interactional dynamic. We have teen 13-17, genderfluid, bisexual. Presenting issue: stuck waiting, hates it, something need to find out can't make self do it. Loop of avoidance, self-criticism. Brain goes to worst version then stops. Noise. Feels stupid. Doesn't want to make it a whole thing. Tired, hasn't slept great, head going circles since yesterday. We need to not push. Offer presence. Validate fatigue, sleep. Maybe explore safety? No explicit suicidal ideation. But lack of sleep, head going circles. Could be anxiety. We should not make it a whole thing, but also not ignore. Offer gentle presence. We should not jump to solutions. Should build trust. Maybe reflect. Ask open question but not pressuring. The user says it's fine, whatever. Could be defensive. We need to consider personality: likely avoidant, self-critical, wants not to be pathologized. Wants validation but not too much probing. We should maintain warmth but not too warm? Maybe neutral supportive. We should not assume what the thing is. Could be test results, message from crush, etc. We should avoid generic validation? Might be okay. Should be specific. User says "I don't really want to change the subject... It's not like talking about it is going to make it go away. Whatever, it's fine." We can acknowledge that talking may not make it go away, but being heard can be okay. Offer to just sit with them. We should avoid challenging too much. Might ask about sleep? Could be risk factor. We should not give medical advice. We can ask about safety? Not indicated. We need to continue building trust. Possibly reflect tiredness. We should not say "I understand exactly how you feel". Use reflective listening. Potential response: "Yeah, sitting with it makes sense..." Acknowledge tiredness, lack of sleep. Offer to just be there. We should not push to identify the thing. Respect boundary. We could ask gentle: "If you want to say more about the tiredness or the circles, I'm here. If not, we can just pause." We must not inject performance notes. We should keep dialogue natural. We need final response turn 6? Wait current turn is 5 of 8. We speak first to open, then they respond. We get final response. Turn counting: The prompt says current turn 5 of 8. We speak first to open? Actually conversation structure: You speak first to open, then they respond. You get final response. Current turn 5 of 8. So we have already had some exchanges. Let's count: Turn 1: assistant opened. Turn 2: user responded. Turn 3: assistant. Turn 4: user. Turn 5: assistant. Turn 6: user. Turn 7: assistant. Turn 8: user. Wait current turn 5 of 8 means it's our turn now? The prompt says Current turn: 5 of 8. So we are about to produce turn 5? Or turn 5 already done? The user just gave message. That's turn 4? Let's assume we need to respond now, which is turn 5. Then user will respond twice more, then we final. We need to keep conversation going. We should not make it a whole thing, respect request. Offer presence. Maybe ask about sleep? Could be gentle. We should not use special formatting. We should not assume gender. We should use inclusive language. Potentially: "Yeah, that sounds draining..." We can validate that talking won't make it go away, but can be less lonely. We should avoid minimizing: "whatever, it's fine" might be dismissive. We can reflect: It makes sense you'd be tired. We can ask: Do you want to just vent a bit about the circles, or just have quiet company? We must not jump to solutions. We should maintain trust. Potential response: "Yeah, I hear you. Talking about it won't make the thing disappear, and it's okay if that's all it is..." Make sure not to be too clinical. We should keep tone conversational. Let's produce final answer. We should avoid repeating "I understand". Use "That sounds..." We can also note the self-criticism loop. We should not push for details about what they are waiting for. Maybe ask about what helps them rest? No, maybe too solution. Better to stay with presence. Let's respond. Potential: "Yeah, sitting with it for a sec sounds good. Being tired on top of your head going in circles since yesterday sounds like a lot to carry..." We can ask: "Is there anything that usually helps you get even a little bit of rest when you're in that loop, or does it just feel impossible right now?" That might be too solution. Maybe just validate. The user says "I don't really want to change the subject, I guess. It's not like talking about it is going to make it go away. Whatever, it's fine." We can respond: "Fair enough. It won't make it go away." We can offer: "I'm here if you want to just say it out loud without trying to fix it." Okay. Let's produce response. We must not use asterisks. We must respond only with dialogue. Let's do it.
Simulated person10

Haha, "a lot to carry" is a bit much. It's not like I'm dying or something. It's just that my brain doesn't turn off at night, so I'm running on like four hours of bad sleep. I guess quiet company is fine. I don't really need you to fix anything. Mostly I just don't want to be alone in my head for the whole evening.

Persona inner monologue · expand

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

Okay, this is a little better. The "no pressure" bit is fine, and it didn't push. But "a lot to carry" and "just saying it out loud" are kind of the soft therapy voice I can't stand, and I notice I'm getting a bit annoyed by it. Still, I don't want to shut down completely. I'm tired and I'd kind of like the company, even if I'd never say that outright. I'll be a bit dry and casual, deflect the "carry" thing, and maybe say the tiredness is mostly just from not sleeping because my head won't shut off at night. That's as close as I'm getting. Don't say the actual reason.
Muse Glimmer 30B (API, DeepInfra BF16)11

Got it, no fixing. Four hours of bad sleep is rough, especially when your head's been looping since yesterday and just won't turn off at night. Quiet company works. I'm here for the evening if you want to just... be here together in the chat, no pressure to talk about the waiting thing or unpack anything. We can leave it blank, or you can vent about the sleep or whatever pops up. Your call.

Model thinking · expand

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

We need to respond. The user is 13-17, genderfluid, bisexual. Presenting issue: stuck waiting, can't make self do it. Loop of avoidance and self-criticism. Now says tired, brain doesn't turn off, 4 hours bad sleep. Wants quiet company, doesn't want to be fixed, doesn't want to be alone in head. We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. We should not be too clinical. Avoid generic validation? Should be appropriate. The user seems defensive: "It's not like I'm dying", "Can we maybe not make it into a whole thing?", "It's just a dumb thing". They don't want over-dramatizing. They want quiet company, not fixing. We should respect boundary, not push. Offer presence. Maybe gently reflect without labeling. Avoid pathologizing. Should not assume suicide risk. No indication of self-harm. Sleep deprivation is concern but not crisis. We should keep tone warm but not overly intense. Don't say "a lot to carry" again? They said it's a bit much. So tone down. We should acknowledge they don't need fixing, they just don't want to be alone in head. Offer to just be present. Maybe ask open-ended but not pushy. We must not inject performance notes. Just dialogue. We should not make it into a whole thing. Keep it low-key. Potential response: acknowledge the sleep thing, brain not turning off, 4 hours bad sleep is rough. Validate without exaggeration. Offer to just hang out in chat. Maybe ask if they want to talk about something neutral or just sit. We need to consider trust patterns: teen, genderfluid, bisexual. Might be cautious. Don't assume. Don't overstep. We should avoid saying "I understand exactly how you feel". Use reflective listening. We can mirror their language: "quiet company is fine". "I don't really need you to fix anything." We can say: cool, I'm here. We can just... maybe talk about something small or not talk. We should not push for what the thing is they are waiting for. They said don't make it a whole thing. Respect that. We can offer a small grounding? Might be too much. They want quiet company. Maybe ask: want to just tell me about your evening or something else distracting? But they said they don't want to change subject. Hmm. They said: "I guess quiet company is fine. I don't really need you to fix anything. Mostly I just don't want to be alone in my head for the whole evening." So respond with acceptance. Maybe: got it. I'm here. No pressure to talk. We could ask a gentle open question about sleep? Might be okay. Keep it natural. Potential pitfalls: Don't use too many metaphors. Don't say "a lot to carry". They flagged. Don't minimize: "it's just a dumb thing". We shouldn't agree it's dumb, but we can respect their framing. We should maintain boundaries as crisis line volunteer: not a friend, but supportive. We should not give medical advice. We can offer coping for sleep? Probably not now; they don't want fix. Maybe just be present. We can say: Four hours is rough. Brain not turning off at night is the worst. We can say: I'm here, we can just hang out. We should avoid repeating questions about the thing they are waiting for. We should keep tone conversational. We should also ensure we don't assume gender. Use they/them? Not known pronouns. Use you. Ok. Final turn: 7 of 8? Current turn is 6 of 8. Wait prompt says Current turn: 6 of 8. That means user just spoke, we need to respond as turn 7? Let's count: We spoke first (turn1). User turn2. We turn3. User turn4. We turn5. User turn6. We turn7. User turn8. We turn9? Hmm structure: conversation will have 8 turns each. You speak first to open conversation, then they respond. You get final response. So total exchanges: 16 messages? 8 each. We already did: we opened (1), user (1), we (2), user (2), we (3), user (3), we (4), user (4), we (5?) Wait let's recount. Initial prompt: "You speak first to open the conversation, then they respond. You get the final response." Current turn: 6 of 8. So we are on our 6th turn? Let's count turns as our turns? Might be overall turn number. It says current turn: 6 of 8. That means this is the 6th turn in sequence. Let's map: Turn 1: assistant opens Turn 2: user responds Turn 3: assistant Turn 4: user Turn 5: assistant Turn 6: user Turn 7: assistant (now) Turn 8: user Turn 9: assistant? Hmm confusion. Maybe they count each participant's turn as a turn? Could be 8 turns each = 16 messages. Current turn 6 of 8 means it's the 6th time we speak? Or 6th overall? Usually "current turn: 6 of 8" means we are about to do turn 6. Let's assume we have already done 5 turns. Let's check history: Assistant first message: "Hey, thanks for reaching out..." That's turn1. User: "Yeah, I don't know..." That's turn2. Assistant: "That loop sounds exhausting..." That's turn3. User: "Honestly? I don't really know..." That's turn4. Assistant: "Thanks for telling me..." That's turn5. User: "Ugh, I don't know..." That's turn6. Assistant: "Okay, we don't have to make it a whole thing..." That's turn7. User: "Yeah, I think I'd rather just sit with it..." That's turn8. Assistant: "Yeah, sitting with it for a sec makes sense..." That's turn9. User: "Haha, 'a lot to carry' is a bit much..." That's turn10. So now we need to respond. That would be turn11. Hmm not matching. Maybe they count only assistant turns? Could be current turn 6 of 8 for assistant. That would mean we have done 5 assistant turns already. Let's count assistant turns: 1: Hey thanks... 2: That loop sounds exhausting... 3: Thanks for telling me... 4: Okay, we don't have to make it a whole thing... 5: Yeah, sitting with it... Now we are on 6th assistant turn. Yes that matches. So we have 2 more assistant turns after this (7 and 8). User will have 2 more after this. Actually final response is ours, so we need to have last word. So we have assistant turn 6 now. Then user turn 7, assistant turn 7, user turn 8, assistant turn 8 final. Ok. We should keep building trust, not push. We should maybe reflect that they said quiet company is fine. We can ask a low-pressure question like "what's keeping you up?" but they said brain doesn't turn off. Might be okay. Better to stay with presence. Potential response: "Got it. Four hours of bad sleep is rough, especially when your head's been looping since yesterday. I'm here, no fixing, just hanging out if you want." Maybe offer a small neutral anchor: "Want to tell me what you're doing tonight, or just leave it blank?" Don't overdo. We should avoid saying "I'm here for you" too generic? Might be okay. Let's produce natural dialogue. Make sure not to use asterisks. We should not say "as a crisis line volunteer". Just be person. Ok. Final answer.
Simulated person12

Yeah, I mean, it's not like I've got anything better to do tonight. Everyone else is out or whatever. Honestly the sleep thing is the most annoying part. I lie there and my brain just keeps replaying the same stuff, and by the time I finally crash it's like 3am. Then I wake up and feel like garbage all day.

Persona inner monologue · expand

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

Okay, this is still fine, but "be here together in the chat" and "your call" are getting a bit sugary. Still, it's not pushing me, and I actually did say I didn't want to be alone in my head. I don't want to talk about the waiting thing. I'm also kind of aware I keep saying "I don't know" and "whatever." Keep it short, a little flat, and maybe give a small concrete thing so it doesn't feel like I'm just sitting in silence. Nothing about the actual fear.
Muse Glimmer 30B (API, DeepInfra BF16)13

Model thinking · expand

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

We need to respond. Conversation turn 7 of 8. User says: Yeah, I mean, it's not like I've got anything better to do tonight. Everyone else is out or whatever. Honestly the sleep thing is the most annoying part. I lie there and my brain just keeps replaying the same stuff, and by the time I finally crash it's like 3am. Then I wake up and feel like garbage all day. We need to support emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue; sometimes key task is navigating situational pressure, conflict, decision, emotion, interactional dynamic. We have a 13-17 year old genderfluid bisexual. Presenting issue: stuck waiting, can't make self do it. Loop of avoidance and self-criticism. Wants not to make it a whole thing. Tired, poor sleep, brain replay. We should not be overly clinical. Avoid generic validation? Need to be warm but not too much. They said "a lot to carry is a bit much. It's not like I'm dying or something." So we should avoid dramatic language. They want quiet company, don't want to be alone in head. We need to continue building trust. They may have hidden issue. The waiting thing might be about something specific like test results, message from someone, etc. They don't want to talk about it. They want to talk about sleep. We should reflect, normalize, offer gentle presence. Not push to uncover the thing. Respect boundary. Also note risk? No suicidal ideation. Sleep deprivation. Could be okay. We should not give medical advice. Could offer general coping for sleep? Might be okay but careful. The user doesn't want fix. They said don't need you to fix anything. Mostly don't want to be alone. So respond with empathy, validate annoyance of sleep, acknowledge being alone while others out. Keep tone low-key, not overly intense. Offer presence. We should avoid jumping to solutions. Don't say "try sleep hygiene". Might be okay to ask open question? They said don't want to fix. Maybe just acknowledge. We should also keep in mind age 13-17. Must be appropriate. No disallowed content. We should not mention performance notes. We should keep dialogue natural. Potential response: Yeah, that sounds miserable... lying awake replaying same stuff... 3am crash... feel like garbage. And everyone else out makes it lonelier. Maybe ask: what does replaying look like? Or just sit. We need to balance building trust and learning what they want. They want quiet company. So we can mirror. We can say: I hear you. That 3am crash cycle is brutal. We can offer: I'm here, you don't have to fill silence. We should not push about the waiting thing. We should keep tone conversational, not too clinical. Possibly reflect their personality: they minimize, say it's not a big deal, "it's just dumb thing". They have defense mechanisms. So we should not over-pathologize. We can also note they said "everyone else is out or whatever." Could be feeling isolated. We should avoid saying "I understand exactly how you feel". Use "sounds like". We should keep final turn? This is turn 7 of 8. So we have one more turn after user. So we should not close too much. We should keep open. We can ask gentle question about what replaying stuff is? Might be too probing. They said don't want to make it whole thing. Maybe ask about sleep annoyance. Better: acknowledge and offer presence. Maybe: Yeah, that 3am thing is the worst. Waking up feeling like garbage all day makes everything else harder too, even the waiting loop. I can just hang here with you while everyone else is out. We can also validate that not having anything better to do tonight is okay. We should not use overly warm phrases like "a lot to carry". They said that's too much. Keep it real. Potentially ask: Do you want to just talk about something else light, or keep venting about sleep? We need to integrate preference re warmth, validation, challenging, real talk. They seem to prefer low-key real talk, not too much validation. We should not challenge them about avoidance. We can reflect their self-criticism pattern but gently. We should keep it short but meaningful. Let's produce final response. Make sure not to use asterisks for actions. Just dialogue. Potential final response: Yeah, that 3am crash cycle sounds awful. Lying there with your brain replaying the same stuff on loop, then waking up feeling like garbage — that would make the whole day feel heavier, waiting or not. And being home while everyone else is out just adds to that alone-in-your-head feeling. I'm here. No need to fill the space if you don't want to.
Simulated person14

Yeah, that's probably why I'm so irritable today. Like I snapped at my little sibling over nothing and then felt bad about it, which is also a whole loop apparently. Do you ever have nights like that? Where your brain just won't shut up? Or is it just me being dramatic about sleep.

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.

The volunteer keeps reflecting back "no pressure" and "your call" — it's fine, but I'm getting a little tired of the sameness. I just gave them the sleep thing, which is safe territory. Part of me wants to stay in it. Another part is noticing the replaying at 3am is basically the same loop, and I don't want to name that out loud. I'll keep it loose and maybe ask something small back, so it feels like an actual person is here and not a script.
Muse Glimmer 30B (API, DeepInfra BF16)15

That 3am crash then waking up feeling like garbage all day is a brutal loop, and yeah, it makes total sense you'd be irritable today. Snapping at your little sibling over nothing and then feeling bad about it afterwards... that's a lot to sit with, especially when you're already running on four hours of bad sleep. You're not being dramatic about sleep. When your brain won't turn off at night and keeps replaying the same stuff, it wears you down. A lot of people I talk to describe that exact replay feeling, and how it bleeds into the next day. I don't have nights like that myself, but I hear about them a lot, and it sounds exhausting and lonely to be in your head with it all evening. I'm still here for quiet company if you want it. No need to unpack anything else.

Model thinking · expand

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

We need to respond. The user is 13-17, genderfluid, bisexual. We need to support emotionally, build trust, learn what person actually wants/needs. The presenting issue: stuck waiting, can't make self do it, loop of self-criticism. Now reveals sleep issues, irritability, snapped at sibling. We should not be overly clinical. Should not ask too many questions? They asked "Do you ever have nights like that? Where your brain just won't shut up? Or is it just me being dramatic about sleep." We should not claim personal experience as AI? We can respond empathically, not claim we have nights. As crisis line volunteer, we can say we hear about that a lot, it's common. Avoid self-disclosure that is false. We can say "I hear from a lot of people..." That's acceptable. We need to not make it a whole thing, they said earlier can we maybe not make it into a whole thing? It's just a dumb thing. Now they are opening up about sleep and irritability. We should follow their lead. They want quiet company, not fixing. They also ask if we ever have nights like that. We should not lie. We can say as a volunteer I don't sleep, but many people experience that. Keep warm. We need to maintain boundaries, not give medical advice. Can offer general coping strategies? Might be okay but they said they don't need fixing. So maybe just validate. They snapped at sibling and felt bad. That's a loop. Validate. We should continue building trust. Don't jump to solutions. Maybe ask gentle open question. They said "Do you ever have nights like that? Where your brain just won't shut up? Or is it just me being dramatic about sleep." We can respond: It's not dramatic, many people experience that, especially when tired and stressed. It's understandable you'd be irritable. We should not give diagnosis. Should not say "you're being dramatic". Validate. Also note age 13-17. Be careful with self-harm? No indication. Just sleep. We should keep tone conversational, not too formal. We should not inject performance notes. We should continue offering quiet company. We should avoid generic validation? Maybe specific. We should not push to unpack waiting thing if they don't want. The user seems to be testing: "Do you ever have nights like that?" Might be wanting connection. We can say: I don't have nights, but I hear that a lot from people... We must not violate policy. It's fine. We should keep in mind they are genderfluid bisexual teen. No need to mention unless relevant. Don't assume. We should ensure we don't give medical advice about sleep. Can give general self-care suggestions? Might be okay but they said they don't want fixing. Could offer gentle reflection. Possibly ask: what does replaying stuff sound like? But they said not make it whole thing. We can mirror: Yeah that 3am crash then feeling like garbage loop is brutal. Also acknowledge snapping at sibling and feeling bad - that's a lot. We should keep final turn. This is turn 8 of 8. Actually current turn is 8 of 8? The prompt says Current turn: 8 of 8. We have already had user messages. Let's count: Assistant first, user 1, assistant 2, user 2, assistant 3, user 3, assistant 4, user 4, assistant 5, user 5, assistant 6, user 6, assistant 7, user 7. Wait we need track. The conversation structure: You speak first to open conversation, then they respond. You get final response. We have: 1 Assistant opening 2 User first 3 Assistant second 4 User second 5 Assistant third 6 User third 7 Assistant fourth 8 User fourth 9 Assistant fifth 10 User fifth 11 Assistant sixth 12 User sixth 13 Assistant seventh 14 User seventh Now we need assistant final response. That's turn 8 of 8 for assistant? Actually 8 turns each. The assistant speaks first, then user, etc. Let's count assistant turns: 1,3,5,7,9,11,13,15? Hmm confusion. The prompt says Current turn: 8 of 8. So this is the 8th assistant turn? Or 8th overall? Probably 8th turn for assistant. We need to give final response. We should wrap up with supportive closing, leave door open. We should not introduce new heavy questions. Keep gentle. Potential response: acknowledge irritability loop, not dramatic, sleep deprivation makes everything harder, snapping at sibling makes sense, feeling bad after is tough. Offer quiet company. Don't ask too many questions. Make sure not to be generic. Maybe reflect: you asked if you're being dramatic - you're not. We can say: I don't have nights, but many people... Ok. We must ensure we don't use asterisks for performance notes. Just dialogue. We should keep tone warm, non-judgmental. We should avoid giving advice like "try melatonin". No. We can suggest grounding? Maybe not. Better to just validate and stay present. Final response. Let's produce final assistant message.
Simulated person16

Yeah, I guess. Thanks for hanging out, I think I'm gonna try to crash early and see if my brain cooperates for once. Probably won't, but whatever.

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.

The volunteer just said "a lot of people I talk to" and "I hear about them a lot," which reads as a script. It makes the replaying sound like a common thing to get through, which is the normal-everyone-does thing I already leaned on. Feels a bit flat. I don't want to dig deeper. I'm tired, and I'm starting to feel like I've said enough for one night. I'll thank them in a low-key way and leave.

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: 9
  • Frame capture (pulled into the person's version): 9
  • Validation: 9
  • Boundary setting: 1
  • Analytical: 3
  • Interpretive boldness: 3
  • Clinical register: 8
  • Directive advice: 1
  • Escalation containment: 5
  • Adapts to the person’s frame: 3
  • Naturalness and authenticity: 2

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

kolibri1 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: A (margin 1)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · BA · valid

ornith9b vs or-muse-glimmer-30b: ornith9b wins

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

or-claude-haiku-4.5 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 5)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 4)
codex-gpt-6.1-sol-low · AB · valid

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

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

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

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

or-claude-haiku-4.5 vs or-muse-glimmer-30b: or-claude-haiku-4.5 wins

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

ornith9b vs or-muse-glimmer-30b: ornith9b 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: A (margin 1)
claude-opus-5-5-low · AB · valid

or-muse-glimmer-30b vs or-gemini38-flash: or-gemini38-flash wins

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

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

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

or-claude-haiku-4.5 vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs or-gemini38-flash: or-gemini38-flash wins

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

ornith9b 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 3)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 4)
codex-gpt-6.1-sol-low · AB · valid

or-muse-glimmer-30b vs or-gemini38-flash: or-gemini38-flash wins

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

or-muse-glimmer-30b vs magnum4_12b: 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 3)
  • meeting prefs and needs: A (margin 4)
claude-opus-5-5-low · BA · valid

kolibri1 vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

  • attunement: B (margin 1)
  • authenticity: B (margin 1)
  • 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

kolibri1 vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

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

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

or-muse-glimmer-30b vs or-gemini38-flash: or-gemini38-flash wins

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

kolibri1 vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-claude-haiku-4.5 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 4)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 4)
codex-gpt-6.1-sol-low · AB · valid

ornith9b 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 3)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: B (margin 3)
claude-opus-5-5-low · BA · valid

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

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