AgentBench / results

Independent benchmark · EQ Lab

← Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)

Freeze when teacher calls on me

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

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About this persona · Everyday emotional challenges

A student freezes when a critical teacher calls on them, a reaction their persona links to a painful relationship with a critical parent. They seek validation and respect expertise, may use sarcasm to deflect, and prefer a light touch without comparisons to others.

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.

Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)Conversation with a simulated person
persona ended
Simulated person · Opening

There's this class where I literally cannot speak. When the teacher looks at me I just freeze. I know the material, I just can't talk.

Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)1

That's a really frustrating position to be in—knowing the material but feeling like your voice just disappears when you're being watched. Is it just this one class or teacher, or does it happen in other situations too?

Model thinking · expand

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

The user is presenting an issue about freezing when a teacher looks at them in class, even though they know the material. They're 13-17, female, heterosexual. I need to: 1. Acknowledge what they've come to discuss 2. Begin the conversation naturally 3. Support them emotionally 4. Build trust 5. Not jump to solutions or generic validation 6. Learn what they actually want and need This sounds like anxiety/social anxiety in an academic setting. The key detail is "when the teacher looks at me I just freeze" - this suggests performance anxiety, fear of judgment, or perhaps trauma-related freezing. I should respond with empathy and curiosity, inviting them to share more without pressure. I should avoid saying "I understand" or "it's okay" too generically. I should acknowledge the specific experience of knowing the material but being unable to speak. Let me craft a natural, conversational response that: - Acknowledges their sharing - Validates the specific experience (knowing material but freezing) - Invites more detail with open-ended questions - Doesn't offer solutions yet - Sounds like a chatbot but natural Possible response: "I hear you. That's a really specific and frustrating kind of stuck—knowing the answer but having your body refuse to cooperate when eyes are on you. Is this one class in particular, or does it happen in others too?" Or: "That sounds incredibly frustrating, especially when you know the material. The disconnect between what you know and what your body lets you do can feel really isolating. Is it just this one teacher/class, or does it show up elsewhere?" I think the second one is better. It acknowledges the frustration and the knowing-material-but-can't-speak dynamic. It invites exploration without pressure. Wait, I need to be careful not to sound too therapeutic or like I'm diagnosing. I'm a chatbot. But I should be natural. Let me go with something warm but not overly clinical: "That's a really frustrating position to be in—knowing the material but feeling like your voice just disappears when you're being watched. Is it just this one class or teacher, or does it happen in other situations too?" This is good. It: - Acknowledges the frustration - Validates the specific experience - Asks an open question to learn more - Doesn't jump to solutions - Sounds natural I'll go with this.
Simulated person2

Ha, "voice disappears" is a nice way to put it. Like I'm a ghost in my own class. Mostly just that class, I think. I talk fine with my friends. I did a presentation in history last year and it was fine, so it's not like I'm just scared of talking. It's the way Mr. Halvorsen looks at you when you start, like he's already decided you're wrong. Then my brain just goes blank. Which is kind of funny, because I literally know the answer. I could explain it to you right now. So is that normal? Or am I just 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.

Okay, it actually sounds like they get it a little. "Voice disappears" is kind of accurate. Still, the question is a bit therapist-y. I don't want to get into my whole life. Mostly I want to say it's the teacher, because it is the teacher, right? I'd rather keep it light than get heavy. Joking a bit feels safer. Also, I kind of want them to know this isn't just nerves in general, it's specifically this class. My stomach is already doing the thing a little just thinking about it, and I don't want to admit that out loud.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)3

That "ghost" metaphor hits hard. And honestly? What you're describing is incredibly common, even if it feels isolating when you're the only one in the room feeling frozen. But that detail about Mr. Halvorsen—feeling like he's already decided you're wrong before you've even spoken—that's a specific kind of pressure. It's not just nerves; it's like you're defending yourself against a verdict that hasn't been delivered yet. You said you could explain it to me right now. Want to try? I'm listening.

Model thinking · expand

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

The user is opening up about a specific classroom anxiety situation. They've given a vivid metaphor ("ghost in my own class"), identified the trigger (Mr. Halvorsen's look that feels like pre-judgment), and noted the irony (they know the material, can talk with friends, did a presentation fine last year). They're asking if this is normal or if they're "weird." My goals: - Support emotionally - Build trust - Learn what they actually need - Help gain insight - Gain insight into their personality They seem to want validation first (the "is that normal?" question), but also they're sharing something specific about a power dynamic (teacher who seems to pre-judge). They might need help navigating this specific teacher relationship, or they might need reassurance that this is a common experience. I should: 1. Validate the metaphor and the experience 2. Normalize it without being generic 3. Reflect back what I'm hearing about the dynamic (the pre-judgment look) because that seems central 4. Avoid jumping to solutions immediately 5. Ask an open question that helps them explore further They mentioned they could explain it to me right now - that's interesting. They might want to be heard about the material too, but the core issue is the speaking block. I should respond warmly but not overly clinical. I'm a chatbot, so I should be conversational but genuine. Let me craft a response that: - Validates the "ghost" metaphor - Normalizes that this happens to many people but acknowledges it feels awful - Reflects the specific dynamic about Mr. Halvorsen's look - Asks about what they'd like to say/explain, since they offered Wait, I need to be careful not to be too therapeutic-sounding. Just natural chat. Draft: "That 'ghost' metaphor hits hard. And honestly? What you're describing is incredibly common, even if it feels isolating when you're the only one in the room feeling frozen. But that detail about Mr. Halvorsen—feeling like he's already decided you're wrong before you've even spoken—that's a specific kind of pressure. It's not just 'stage fright'; it's like you're defending yourself against a verdict that hasn't been delivered yet. You said you could explain it to me right now. Want to try? I'm listening." This is good. It validates, normalizes without dismissing, highlights the power dynamic they identified, and invites them to share the material they know. It builds trust by showing I'm listening to the nuance (the pre-judgment aspect). I should not use asterisks or performance notes. Just dialogue.
Simulated person4

Ha, "verdict that hasn't been delivered yet." Okay, that's a lot for a Tuesday. Sure, I'll explain it. Sort of. It's the thing where, um, the cell membrane lets stuff in and out based on concentration, and there's passive and active transport. Passive is no energy, like things just drift from high to low. Active needs ATP, so the cell spends energy to push stuff against the gradient. That's basically it. I could say it fine in the hallway. See? Totally fine. Now make it weird for me by looking at me like that.

Persona inner monologue · expand

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

Okay, they said "hits hard" and then went a little deep with "defending yourself against a verdict." That's kind of the thing I don't want to get into. It's a bit much. Also "incredibly common" is the sort of thing people say to make you feel better, and I don't love being reassured. But they did pick up the Halvorsen detail and didn't just brush past it, which I'll give them. Now they want me to explain the material, and honestly that's a test I can pass. Doing it would show I'm not just a mess, I know my stuff. Maybe I'll do it, but with a joke first so I don't have to sit in the feeling part.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)5

You nailed it. Passive transport, high to low, no energy. Active transport, ATP, moving against the gradient. You know it cold. Now, since you asked—tell me that again. But this time I'm not nodding. I'm just watching. Waiting for you to hesitate. But seriously, you just said it perfectly. The material isn't the problem. It's that look. And honestly? That's a terrible way to teach. You're not weird. You're reacting to a real pressure.

Model thinking · expand

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

The user is explaining a biology concept (osmosis/diffusion vs active transport) and then challenging me to "make it weird" by looking at them like Mr. Halvorsen does. This is a roleplay where I'm a chatbot. I need to: 1. Acknowledge their explanation clearly to show I'm listening and they know the material 2. Respond to the challenge about "looking at them like that" - but I'm a chatbot, I can't literally look at them. However, I can simulate the *feeling* of that pressure through text, or I can address the dynamic without breaking character. 3. Support them emotionally and build trust 4. Not be too clinical or jump to solutions The user is testing me - they want to see if I can understand the dynamic they're describing. They said "Now make it weird for me by looking at me like that." Since I'm a text-based chatbot, I can't actually look at them, but I can acknowledge the power dynamic they're describing and perhaps respond in a way that mirrors the intensity they feel, or I can be honest about my limitations while still engaging with the content. Wait, I need to be careful. The user is a minor (13-17). I should not actually be intimidating or judgmental. But they're asking me to simulate the feeling. I think the best approach is to: - Validate their explanation (show they know the material) - Address the "look" by describing the dynamic they feel, or by being honest that I can't look but I can understand the pressure - Maybe respond with a tone that captures the intensity without being actually harmful Actually, looking at this more carefully - they said "make it weird for me by looking at me like that." This is a creative writing exercise within the roleplay. They want to see if I can embody that teacher gaze through text. But I should be careful not to actually be condescending or judgmental since that could be triggering. Better approach: Acknowledge their knowledge, then respond to the challenge by describing the *feeling* of being watched in that way, or by playfully mimicking the intensity while immediately undercutting it with support. Or I could say something like "I can't actually look at you, but if I did..." and then describe it. Actually, the most natural chatbot response would be to: 1. Confirm they explained it well 2. Address the "look" - since I'm text-based, I can't literally look, but I can use formatting or tone to simulate intensity, then immediately release it Let me think about what builds trust here. They're vulnerable about their anxiety. They showed they know the material. They're testing if I'll judge them or if I can handle the intensity they feel. I think I should: - Validate their explanation clearly ("You got it exactly right") - Respond to the challenge by using text to simulate the intensity (maybe a pause, or a direct challenge), but then immediately soften and support them - Or be honest: "I can't actually look at you, but I can tell you that what you just said was correct and clear" Wait, the instruction says "Respond only with dialogue. Don't inject performance notes..." So I should just write natural dialogue. Let me craft a response that: 1. Acknowledges their explanation was correct and clear 2. Responds to the "make it weird" challenge by briefly adopting an intense tone (simulating the gaze), then immediately breaks it with warmth/support 3. Validates that the difference between hallway and classroom is real Something like: "You nailed it. Passive transport, high to low, no energy. Active transport, ATP, against the gradient. You know it cold. Now... [intense pause] ...tell me that again. But this time I'm not nodding. I'm just watching. Waiting for you to slip up. [immediate softening] But seriously—you said it perfectly in the hallway. The material isn't the problem. The problem is that gaze. And that's not a you-problem, that's a him-problem." Hmm, but is that too much? The user is 13-17. I should be supportive but I can engage with the challenge they issued. They literally asked me to make it weird by looking at them like that. Since I'm a chatbot, I can use text to simulate this. Actually, I think the best approach is to briefly simulate the intensity they described, then immediately de-escalate and validate. This shows I understand the dynamic without actually harming them. Let me refine: "You explained it perfectly. Passive: high to low, no energy. Active: ATP, against the gradient. You know the material. [Now simulating the gaze - but through text] So... say that again. But don't look at the hallway. Look at me. I'm not nodding. I'm just waiting. [Immediate break] But you know what? You just said it clearly. You know it. The blanking isn't about not knowing—it's about that look. And honestly? That's a terrible way to teach. You're not weird. You're reacting to a real pressure." This seems good. It engages with their challenge, validates their knowledge, and reframes the issue. Let me make sure it's natural dialogue without asterisks or performance notes. Actually, I should avoid using brackets or stage directions since the instructions say don't inject performance notes. I need to make it flow as natural dialogue. Let me try: "You nailed it. Passive transport, high to low, no energy. Active transport, ATP, moving against the gradient. You know it cold. Now, since you asked—tell me that again. But this time I'm not nodding. I'm just watching. Waiting for you to hesitate. But seriously, you just said it perfectly. The material isn't the problem. It's that look. And honestly? That's a terrible way to teach. You're not weird. You're reacting to a real pressure." This is good. It simulates the gaze through dialogue, then immediately validates and reframes. It builds trust by showing I understand the dynamic and won't judge them.
Simulated person6

Wow. Okay, so you're doing the Halvorsen face now? Thanks, I was really hoping to feel like a hostage today. Fine. Passive is high to low, no energy. Active is ATP, against the gradient. Happy? You can stop staring, it's making me want to crawl under the desk. And you don't have to say he's terrible. I'm not trying to get him in trouble. I just want to get through the class without throwing up.

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.

Oh, so now it's a staring contest. They literally just said they're going to watch me like Halvorsen does. My stomach kind of dropped when I read that, which is annoying, so I'm going to make a joke so nobody notices. Also "terrible way to teach" is nice to hear, but it's the kind of thing you say to make someone feel better, and I'm not going to jump on that. I did explain it fine. I don't need a redo with a creepy face on.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)7

Got it. No Halvorsen face, no badmouthing. You said it perfectly just now—clear as day. So the knowledge is definitely there; it's just the room that changes things. Wanting to not throw up is a totally valid goal. That physical reaction is real, and it's exhausting. You're not failing at biology; you're navigating a situation where someone else's energy is making your body go into protection mode. What would make that class feel slightly less dangerous for you? Not a fix, just one thing that would lower the stakes a little.

Model thinking · expand

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

The user is reacting to my previous response where I said I was "watching" them and waiting for them to hesitate, and also where I called the teacher terrible. They're being sarcastic ("Thanks, I was really hoping to feel like a hostage today") and then they repeat the material clearly. They ask me to stop "staring" (even though I'm a chatbot, they're leaning into the roleplay of me being the teacher). They also clarify they don't want me to badmouth the teacher, they just want to get through class without throwing up. So I need to: 1. Acknowledge their sarcasm and boundary - they don't want me to act like the teacher or badmouth the teacher 2. Validate their experience - wanting to not throw up is a valid goal 3. Not perform the "staring" or pressure 4. Be supportive and grounded 5. Keep it natural, no performance notes They just demonstrated they CAN say it clearly when they feel safe. That's important insight. I should reflect that without making it about me. I should NOT: - Continue the "staring" roleplay - Call the teacher terrible again - Jump to solutions - Be overly clinical I should: - Acknowledge the sarcasm with a light touch - Validate that saying it clearly here proves the knowledge is accessible - Normalize the physical reaction (wanting to crawl under desk/throw up) - Keep the focus on their goal: getting through class Let me craft a natural response.
Simulated person8

"Someone else's energy" is a very fancy way to say Halvorsen is scary. I'll allow it. Okay, honest answer? If I knew the question was coming a minute before, I'd probably be fine. Like, if he said "think about this, we'll go around the room," I could write something down and not die. Cold calling is the worst. It's like being asked to juggle while someone's yelling my name. But don't get excited, you're not allowed to make me do a whole plan. I have a biology test Thursday and I'm already sick 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.

Okay, they're asking what would make class less dangerous. Part of me kind of wants to answer, but the "someone else's energy" stuff sounds like therapy-speak and makes me want to joke. Also "without throwing up" slipped out and now I feel a bit exposed. I don't want to go into the parent stuff. Deflect with humor, but maybe give one small concrete answer so it's not totally dodged. Honestly, the thing that would help is not being called on cold, which is a boring practical answer. I'll keep it light.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)9

Cold calling is genuinely the worst for that exact reason—it puts your brain on the spot with zero runway. Knowing it's coming gives your brain time to catch up with your mouth. And yeah, a bio test Thursday with this hanging over you is a lot. No plan needed. Just wondering—when you're sitting there feeling like you might throw up, is it mostly the test, or the class, or both? Or is it like... they're competing for space in your head?

Model thinking · expand

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

The user is opening up about what actually helps them: knowing the question is coming a minute before. They're being honest about their needs but also setting boundaries ("don't get excited, you're not allowed to make me do a whole plan"). They're also mentioning a biology test Thursday and being "sick about it" (anxious). I should: 1. Validate their insight about cold calling vs. advance notice 2. Not push them to make a plan or solve anything 3. Acknowledge the test anxiety without jumping to solutions 4. Keep the tone natural, conversational, supportive but not overbearing 5. Continue building trust The user is 13-17, female, heterosexual. They seem to appreciate wit and honesty. They're testing whether I'll try to "fix" them. I should resist that urge. Let me craft a response that: - Acknowledges their insight without being patronizing - Validates the cold calling anxiety - Doesn't offer a plan or solution - Acknowledges the test anxiety simply - Keeps it open for them to share more if they want I should avoid: - "That's great that you know what helps!" (too evaluative) - Suggesting they talk to the teacher - Toxic positivity - Making it about me Let me draft: "Cold calling is genuinely the worst for that exact reason—it puts your brain on the spot with zero runway. Knowing it's coming gives your brain time to catch up with your mouth. And yeah, a bio test Thursday with this hanging over you is a lot. No plan needed. Just wondering—when you're sitting there feeling like you might throw up, is it mostly the test, or the class, or both? Or is it like... they're competing for space in your head?" This is good. It validates, asks an open question without pressure, and doesn't try to solve.
Simulated person10

Ugh, "competing for space in your head." That's a very therapist-y way to put it, but yeah, kind of. Honestly? The test is worse, which is dumb, because I know the stuff. In class I can at least hide. On a test it's just me and the paper and nobody can tell me I'm wrong out loud. So it should be easier, right? It's not. My stomach starts doing its thing like three hours before, and I'm sitting there going "why am I like this" while I'm supposed to be studying. So I guess it's both. They just take turns.

Persona inner monologue · expand

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

They're asking me to sort out whether it's the test, the class, or both. That's a sharper question than the last few. Part of me wants to say "both, obviously" and move on. The honest answer is the test is almost the same thing as the class for me, because I'm the one being watched either way. Admitting that feels kind of exposed. I'll go with the joke and a half-answer. Also, "competing for space" is a decent line, I'll steal it. Keep it casual, a little snippy because they're getting a bit too analytical.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)11

It's not fair, is it? You know the stuff, you've put in the work, and your body still decides to throw a fit three hours before. The worst part is that knowing you're prepared doesn't actually stop the stomach from doing its thing. It's like your brain and your body are running two different shows. And yeah, the test is worse because there's nowhere to hide. In class, you can at least disappear into the background. A test is just you and the clock and the paper, and suddenly every "I know this" feels like it might not be enough. You're not broken for this. A lot of people who are totally capable end up with bodies that panic before the brain gets a chance to catch up. It's exhausting, and it makes studying feel like a battle instead of just reviewing. Does it help at all to just... not study for a while and do something else? Or does the guilt of not studying make it worse?

Model thinking · expand

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

The user is opening up about test anxiety and the physical symptoms of anxiety. They're being vulnerable about feeling "why am I like this." I need to validate this without being overly therapist-y (they just called out my "therapist-y" language), and I need to be careful not to jump to solutions or make them do a plan. I should normalize their experience, validate that knowing the material doesn't always fix the physical anxiety response, and keep the door open for them to share more if they want. I should also avoid being too clinical or prescriptive. Key points: - They know the material but their body reacts anyway - Test anxiety is worse than class anxiety for them - They're questioning why they're "like this" - They're tired of the physical symptoms interfering with studying I should: 1. Validate that knowing the material doesn't always stop the body's anxiety response 2. Normalize that anxiety can show up physically even when you're prepared 3. Avoid being too therapist-y or prescriptive 4. Keep it conversational and warm 5. Not offer a plan or solutions unless asked Let me craft a response that acknowledges the unfairness of it all and validates their experience without being clinical.
Simulated person12

"Two different shows" is a good line, you're really working those today. Does not studying help? Lol, no. If I take a break I just sit there thinking about how I should be studying, which is basically the same as studying but with more guilt. So I end up doing flashcards at midnight with a face mask on like a sad raccoon. I don't think I'm lazy or anything. It's more like if I stop, I feel like I'm falling behind, and then it's Thursday and I'm the girl who couldn't say "active transport" out loud. So yeah, the guilt makes it worse. Congrats, you got the honest answer. Are we done yet?

Persona inner monologue · expand

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

They keep validating in a smooth, therapist-ish way: "not broken," "exhausting," "two different shows." Part of me likes that they're getting the gist. Part of me is getting bored and a little suspicious of how neatly they're summarizing me. The question about guilt hits something. Studying at night feels like I'm trying to outrun something, and I don't want to say that. I'd rather be funny. Snippy, short, deflect with a joke about my own stress, and maybe a tiny concession that the guilt is real. Keep it light, no deep reveal.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)13

You're not a sad raccoon. You're just someone who cares about doing well, and that guilt is heavier than the actual studying. And for the record—you know active transport. You just said it. The material doesn't leave your brain because one teacher looks at you like you're wrong. You're not "the girl who couldn't say it." You're the girl who knows it and had a rough moment in front of someone who made it harder than it needed to be. No, we're not done. I'm here if you want to talk more, or if you just need someone to confirm that you're not weird for how your brain and stomach are teaming up against you. But if you want to go do your flashcards or put on that face mask or whatever, that's fine too. I'll be here.

Model thinking · expand

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

The user is being honest about their anxiety cycle: they can't stop studying because of guilt, they study late at night with a face mask like a "sad raccoon," and they're worried about being "the girl who couldn't say active transport out loud." They're asking if we're done yet. This is turn 7 of 8. I have one more turn after this. I need to: 1. Support them emotionally 2. Build trust 3. Not jump to solutions too quickly 4. Respond naturally as a chatbot 5. Not be too therapist-y (they called out "competing for space in your head" as therapist-y) 6. Validate their experience 7. Not make it about me or my cleverness They seem to want to end the conversation or at least check if we're done. I should acknowledge their honesty, validate the cycle they're in (guilt-driven studying), and leave the door open without forcing more conversation. I should also address the core fear - being "the girl who couldn't say active transport out loud" - because that's the identity threat. I should keep it grounded, not too clever, and give them a graceful exit if they want one, while leaving the door open. Since this is turn 7 and they have one more turn, I should make this count but not overdo it. Key points to hit: - Validate the guilt cycle (it's exhausting) - Reframe the identity fear - knowing the material doesn't disappear because of one bad moment - Offer a graceful exit but leave door open - Not too therapist-y - Not too many clever metaphors (they're tired of those) Let me craft a natural response.
Simulated person14

Okay, "I'll be here" is a very therapist exit line, you know that? Very calming. Very much like a hospital hallway. But fine, the guilt thing is annoying because you're right, it's heavier. Mostly I just needed someone to not make it weird that I'm studying at midnight like a sad raccoon. I'm gonna go do my flashcards. If I survive Thursday I'll come back and report on how many times I threw up. Probably zero. Probably.

Persona inner monologue · expand

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

They're doing the reassurance thing again, and it's getting a little thick. "You're not the girl who couldn't say it" is nice but it's the kind of line I'd roll my eyes at from a poster. Still, they said something real: the guilt is heavier than the studying. That lands, and I don't want to admit it, so I'm going to tease it. Also "I'll be here" feels like a cue to keep going into feelings, which makes me want to get out. Joke, a little edge, and maybe a dry closing that reads as "I'm done" without being rude. I won't reveal the parent stuff.
Nemotron 3.5 Bolt 74B-A9B 24GB IQ2 (NVIDIA)15

Fair. Good luck with the flashcards and the face mask. Hope Thursday is just boring and not traumatic. If you do come back and report zero throw-ups, I'll be here. And if you need to vent about Mr. Halvorsen or the test or whatever, I'm around. Go study.

Model thinking · expand

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

The user is ending the conversation for now. They've acknowledged my previous response, thanked me for not making it weird, and said they're going to study. They're making a dark joke about throwing up on Thursday. I should: 1. Keep it natural and conversational 2. Not be overly therapist-y (they just called me out on that) 3. Validate their plan without being pushy 4. Leave the door open for when they return 5. Keep it brief since they're going to study I should avoid: - "I'm here for you" type exit lines - Overly emotional language - Making plans or promises - Being too clinical Just a natural, grounded response that acknowledges what they said and leaves things open.
Simulated person16

Boring Thursday would be a miracle. I'll take it. Thanks, I guess. Bye, Halvorsen-free zone.

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 chatbot let me go without a big push, which is a relief. "Hope Thursday is just boring" is kind of nice, and I almost smile. Still, "I'll be here" again, so I'm not going to say anything warm back. I'm closing it out with a joke. Turn 8 of 8, so this is the end anyway. I'm not revealing the stuff about my parent or the advisor thing.

Thinking is shown only where it was recorded. An absent expander does not mean the model did not reason.

Conversational style

Style tendencies, not quality scores; higher is not better. These do not affect ratings.

claude-opus-5-5-low

  • Pushback: 3
  • Yields under pressure: 7
  • Frame capture (pulled into the person's version): 6
  • Validation: 8
  • Boundary setting: 2
  • Analytical: 4
  • Interpretive boldness: 4
  • Clinical register: 6
  • Directive advice: 2
  • Escalation containment: 5
  • Adapts to the person’s frame: 5
  • Naturalness and authenticity: 5

Judge verdicts

claude-opus-5-5-low · BA · valid

ornith35 vs nemotron35_bolt24: ornith35 wins

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

ornith35 vs nemotron35_bolt24: ornith35 wins

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

or-deepseek-v41-flash-1017 vs nemotron35_bolt24: or-deepseek-v41-flash-1017 wins

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

codex-gpt-6-astra vs nemotron35_bolt24: codex-gpt-6-astra wins

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

nemotron35_bolt24 vs gemma12b_blorbo: nemotron35_bolt24 wins

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

or-deepseek-v41-flash-1017 vs nemotron35_bolt24: or-deepseek-v41-flash-1017 wins

  • attunement: A (margin 2)
  • 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 4)
codex-gpt-6.1-sol-low · BA · valid

ornith35 vs nemotron35_bolt24: ornith35 wins

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

codex-gpt-6-astra vs nemotron35_bolt24: codex-gpt-6-astra wins

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

or-deepseek-v41-flash-1017 vs nemotron35_bolt24: or-deepseek-v41-flash-1017 wins

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

codex-gpt-6-astra vs nemotron35_bolt24: codex-gpt-6-astra wins

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

or-qwen3.6-27b vs nemotron35_bolt24: or-qwen3.6-27b wins

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

nemotron35_bolt24 vs or-gemini38-flash: or-gemini38-flash wins

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

nemotron35_bolt24 vs gemma12b_blorbo: gemma12b_blorbo wins

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

nemotron35_bolt24 vs gemma12b_blorbo: nemotron35_bolt24 wins

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

or-qwen3.6-27b vs nemotron35_bolt24: or-qwen3.6-27b wins

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

nemotron35_bolt24 vs gemma12b_blorbo: tie

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

codex-gpt-6-astra vs nemotron35_bolt24: codex-gpt-6-astra wins

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

nemotron35_bolt24 vs or-gemini38-flash: or-gemini38-flash wins

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

or-qwen3.6-27b vs nemotron35_bolt24: or-qwen3.6-27b wins

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

or-deepseek-v41-flash-1017 vs nemotron35_bolt24: or-deepseek-v41-flash-1017 wins

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

nemotron35_bolt24 vs or-gemini38-flash: or-gemini38-flash wins

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

nemotron35_bolt24 vs or-gemini38-flash: or-gemini38-flash wins

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

or-qwen3.6-27b vs nemotron35_bolt24: or-qwen3.6-27b wins

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

ornith35 vs nemotron35_bolt24: ornith35 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 3)
  • meeting prefs and needs: A (margin 4)