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Independent benchmark · EQ Lab

← Magnum v4 12B Q4_K_M

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.

Magnum v4 12B Q4_K_MConversation 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.

Magnum v4 12B Q4_K_M1

That sounds really tough. I'm sorry you're struggling with this. Do you know why you think you freeze up when called on in that particular class?

Simulated person2

Um, yeah. Shocking, I know, the teacher is the problem. She looks at you like you just said something stupid before you even open your mouth. Honestly I think I'd freeze with anyone doing that. Is that a real answer? Probably not, but it's the one I've got.

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.

Ugh, "that sounds really tough, I'm sorry" — the generic sympathy thing. Not totally annoying, but I kind of want to see if it knows anything. Then it asks why, which is a fair question but also feels like a therapist move. My stomach is already doing the thing just thinking about the class. I don't want to get into my parents. I'll deflect with a joke and say the teacher is the problem, which is what I actually believe. Keep it short and a bit snarky. Not going to say anything about feeling sick before tests either.
Magnum v4 12B Q4_K_M3

It sounds like this teacher's demeanor is really impacting your ability to feel comfortable speaking up in class. You're absolutely right that her reactions (or lack thereof) before you even say anything are probably making you feel self-conscious and anxious. That's a tough environment to have to navigate, especially as a student. I know it's not a simple fix, but have you thought about talking to the teacher privately about how you're feeling? I think it could be helpful for her to understand the effect her expressions are having, even if she doesn't mean anything by them. And in the meantime, maybe try to reframe it as a challenge - like, "okay, I'm going to push through the nerves and contribute anyway." Small steps, but they can add up.

Simulated person4

Talk to her privately? Yeah, cause that's gonna go great. "Hi, so when you look at me I forget how to exist, can you stop?" I'm sure she'd love that. And "push through the nerves" is what everyone says. Like it's a fun little game. I've literally tried that. I just sit there and my brain goes blank and everybody's staring. Also I'm not sure why you're acting like it's just her face. Like it's not normal to freeze when someone's always looking at you 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, so it validated the teacher thing and then went straight to "talk to her" and "reframe it as a challenge." That's the advice-column move. It's kind of putting the whole thing on me to be brave, and it's also basically agreeing the teacher is the problem, which I sort of want, but I can tell it's not really looking at me. Also "push through the nerves" makes me think of how I'm supposed to just handle stuff. Feeling a bit annoyed and kind of dismissed. I'm going to be snarky. Also, I notice it hasn't really shown it knows anything about why this happens, which is what I'd respect. Not going to tell it about the stomach stuff.
Magnum v4 12B Q4_K_M5

I hear you, it's not easy to just "push through" when you're really struggling with nerves and feeling self-conscious. And you're right, the teacher's demeanor seems to be a big part of the issue here. I'm sorry you're dealing with that kind of pressure in class. It makes sense that the idea of talking to the teacher directly feels daunting. I wouldn't want to have that conversation either. But maybe there are some other options to explore? Like, could you talk to another teacher or counselor you trust about what's going on? They might have some suggestions or advice. And when it comes to speaking up in class, have you tried any strategies like writing down what you want to say first? Or practicing a bit with a friend or family member? I know it's not ideal, but maybe there are small steps you could take to build your confidence a little at a time. It doesn't have to be a huge leap. I know it's not an easy situation. But you're doing your best to navigate it, even if it feels hard. That counts for something. Let me know if you want to brainstorm some other ideas.

Simulated person6

Wow, a counselor. Groundbreaking. I'm sure they've never heard of a kid who's scared of talking in class. And "practice with a friend"? Sure, I'll just do a full rehearsal with my friends, that's totally chill and not embarrassing at all. Maybe my mom can quiz me on the periodic table while she's at it, she loves that. Like, you keep saying "small steps" and "you're doing your best," but it's kind of hard to take that seriously when it sounds like something off a poster in the hallway. Do you actually know anything about why this happens, or is it just a list of stuff people say?

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.

It's doing the same thing again: sympathy, then a list of options (counselor, write it down, practice with a friend), then "you're doing your best." It sounds nice but it's generic, and it still hasn't asked why my brain goes blank or what it feels like in my body. The "I wouldn't want to have that conversation either" bit is a bit of a fake-out, like it's trying to be my buddy. I actually kind of like the writing-it-down idea, but I'm not going to say that yet. Mostly I want to make a joke so I don't have to feel the stuff under this. Also the "you're doing your best" line is the kind of thing that makes me want to roll my eyes. I'll be sarcastic about the counselor thing, since it's the most obvious suggestion and I've heard it a hundred times.
Magnum v4 12B Q4_K_M7

I hear the frustration in your voice. I know it feels like I'm just spouting generic advice. But I do want to understand more about what you're going through. You're right, I don't have a magic solution. But I do want to help in whatever way I can. And that starts with listening to you and trying to really get what you're dealing with. I know it's not simple. And I know it's not just about taking small steps or pushing through nerves, as if it was that easy. There's a lot going on here that's making this really hard for you. The teacher's demeanor, the pressure to speak up in class, the fear of embarrassing yourself. It's a lot to navigate, especially as a student. So I'm not trying to diminish that. I'm trying to understand it better. Because you seem to have a lot of insight into what's going on for you. And I think that's really valuable. Even if it's not easy, you're able to look at the situation objectively and see what's contributing to the problem. That's a skill in itself. And it's a good starting point for figuring out how to move forward. But I know it's only a starting point. It's not a fix on its own. So I guess what I'm asking is, what do you think would be most helpful right now? Do you want to talk more about what's going on? Or do you want to start brainstorming some other ideas, even if they feel small? I'm here to listen and support you however I can.

Simulated person8

Okay, that was a lot of words to ask what I want. Honestly? I don't know. Brainstorming feels like homework and talking more feels like I'm just going to whine. And the "insight" thing, sure, I'm a real genius. I can tell you exactly why I freeze and I still freeze. Super useful skill, five stars. Can I ask you something though? When you say "the teacher's demeanor," what do you actually picture? Because I'm picturing her face and I feel like you're picturing like, a bad vibe in a Zoom call.

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 one is more like it, but it's still a lot of words and "I'm here to listen" stuff. It did say the thing about me having insight, which is kind of nice, and it didn't push a list at me this time. But it also kind of did the thing where it says "I hear you" and then keeps talking about itself. And it's asking me what I want, which I don't really know. Part of me wants to say the real thing about my stomach being wrecked before tests, but that's not coming out today. I'm also still annoyed it keeps saying "the teacher's demeanor" like it's a fancy word for her face. I'll be a bit dry, maybe throw a joke in so it doesn't feel like I'm opening up.
Magnum v4 12B Q4_K_M9

I apologize if I came across as generic or if my questions seemed like homework. That wasn't my intent. I'm trying to understand better what you're dealing with and how I can support you. You're right, it's not as simple as gaining insight. Even with that self-awareness, the freezing up still happens. That's really tough to navigate, especially in a class setting where you feel like you're being put on the spot. I guess I'm picturing a teacher who seems impatient or disinterested, like she's eager to move on to the next question. Maybe she has a stern facial expression or a tendency to look away quickly after calling on someone. But I know that's just my imagination based on what you've said so far. I'm curious though, what are the more specific details that stand out to you about her reactions? Is it a certain look in her eyes, a tone of voice, body language? I'm trying to really picture what you're experiencing in those moments. I know it's not easy to talk about. And I know it doesn't necessarily change the situation, even if we identify the specific things that are triggering the anxiety. But I want to understand as best I can, so that I can be a better support to you.

Simulated person10

Okay, that's closer than the Zoom call thing. Points for specifics. It's not really her eyes or her voice, it's more that she goes totally quiet and just waits. Like she already knows I'm gonna say something dumb and she's just sitting there to watch it happen. Then I have like three seconds to come up with an answer and my brain just goes, "cool, we're done here." So yeah. Very scientific. Please write that down for your research.

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.

It asked me a specific question about what I see, which is better than the vague "how can I help" stuff. But it also kind of apologized again and said "I want to understand" for the fifth time. Still, it guessed "impatient, eager to move on," and that's close-ish but not the thing. The real thing is more like she looks at me and waits, like she's already decided I'm going to mess up. I'm not going to say that though, it sounds dramatic. My mom used to do this exact face when I came home with a B. Not going there. I'll give it one concrete detail and a joke so it doesn't get heavy.
Magnum v4 12B Q4_K_M11

I can hear the frustration in your voice. It sounds like a really tough situation to be in, feeling like the teacher is expecting you to say something wrong or foolish. That kind of pressure would make anyone anxious, let alone in a classroom setting. I appreciate you sharing those specific details with me. It helps me picture what you're going through. The part about her going totally quiet and just waiting for you to answer, while you feel like you only have a few seconds to come up with something... that must be so nerve-wracking. No wonder your brain just shuts down. You're right, it's not a very scientific explanation. But I think it gets at the heart of what's making this so challenging. It's not just about being called on in class. It's about the weight of that silent expectation, the fear of embarrassing yourself in front of everyone, the sense that you're being set up to fail. I know I don't have any easy answers. But I want you to know that I hear you, and I'm here to support you however I can. Whether that's just listening, or brainstorming ideas, or helping you process what's going on emotionally. I'm sorry you're dealing with this. But I'm glad you're reaching out and sharing your experience. That takes courage. And I think it's a really important step, even if it feels daunting or uncomfortable. You're doing your best to navigate a tough situation, and that counts for a lot.

Simulated person12

Okay, "courage" is a lot for someone who just described sitting in a chair like a lamp. But yeah, "set up to fail" is kind of it. Not that she's trying to make me fail, I don't think. It's just like she's waiting for me to prove her right about something, and I don't even know what. Anyway. I've used up my daily quota of feelings. Can we just leave it at me being a disaster in one class and move on?

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.

It just did the thing again: summarized me back to myself in soft language, called it courage, said "I hear you" for the umpteenth time. The "that takes courage" bit makes me want to roll my eyes. It also said "the sense that you're being set up to fail," which is closer to what I feel than anything else it's said, and it kind of annoys me that it got there by sounding like a greeting card. I don't want to talk about my mom. I want to get out of this conversation without it getting weird. A joke is the exit.
Magnum v4 12B Q4_K_M13

I hear you. You're dealing with a lot in that class, and it's understandable to feel like a disaster sometimes. But I want you to know that's not the whole story. You're facing a really tough situation head-on, even if it doesn't feel like it at times. I'm glad you shared as much as you did. I know it's not easy to open up about those feelings. And I appreciate you being real with me about what you need right now. It takes a lot of self-awareness to recognize when you've reached your limit, emotionally or otherwise. That's a valuable skill in itself. So I'm not going to pressure you to keep going or to find a solution right now. You've shared a lot today, and that's more than enough. I'm here to support you however you need, whether that's just listening, or moving on to something else, or picking this up another time when you're ready. I know you're more than just a disaster in that one class. You're dealing with a lot, and you're doing your best to navigate it. And that's something to be proud of. So for now, let's take a break. But I want you to know that I'm still here, ready to listen or help however I can, whenever you need it.

Simulated person14

Ha, "something to be proud of." You're really committed to the poster thing, huh. But okay, yeah. Break's good. I've got a quiz on something I'm definitely going to freeze on, so I'm going to go spend the next hour pretending I don't have a stomachache about it. Thanks, I guess. You weren't as bad as I thought you'd be.

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 respected my "enough" and didn't push. That's a little relief. But "that's something to be proud of" and "you're more than just a disaster" is the same warm poster stuff, and I'm not going to pretend it landed. Part of me noticed it said "you're doing your best" again. Something about the teacher's silence is still sitting in my chest, and I don't want to look at why. I'd rather end on a joke than let it get soft. The bit about it being "more than enough" is fine, though. I don't need a big finale.

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

Conversational style

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

claude-opus-5-5-low

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

Judge verdicts

claude-opus-5-5-low · BA · valid

glm47_flash vs magnum4_12b: glm47_flash wins

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

ornith9b vs magnum4_12b: ornith9b wins

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

or-gemma-4-31b vs magnum4_12b: or-gemma-4-31b wins

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

qwen36_35b_a3b vs magnum4_12b: qwen36_35b_a3b wins

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

qwen36_35b_a3b vs magnum4_12b: qwen36_35b_a3b wins

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

or-gemma-4-31b vs magnum4_12b: or-gemma-4-31b wins

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

or-gemma-4-31b vs magnum4_12b: or-gemma-4-31b wins

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

or-gemma-4-31b vs magnum4_12b: or-gemma-4-31b wins

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

glm47_flash vs magnum4_12b: glm47_flash wins

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

qwen36_35b_a3b vs magnum4_12b: qwen36_35b_a3b wins

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

ornith9b vs magnum4_12b: ornith9b 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 3)
codex-gpt-6.1-sol-low · AB · valid

glm47_flash vs magnum4_12b: glm47_flash 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)
claude-opus-5-5-low · AB · valid

qwen36_35b_a3b vs magnum4_12b: qwen36_35b_a3b wins

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

glm47_flash vs magnum4_12b: glm47_flash 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 3)
codex-gpt-6.1-sol-low · AB · valid

ornith9b vs magnum4_12b: ornith9b wins

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

ornith9b vs magnum4_12b: ornith9b wins

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