AgentBench / results

Independent benchmark · EQ Lab

← Magnum v4 12B Q4_K_M

I freeze when people ask what I want

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

View persona and initial instructions

About this persona · Everyday emotional challenges

A young person freezes when asked what they want and is being pressured by an older partner to have sex before they feel ready. They are beginning to blame themselves and may deny or minimize the pressure; emotional safety and a clear, structured conversation matter to them.

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

When people ask me what I want, I freeze. I say "I don't know" even when I probably do know, and then I feel stupid after.

Magnum v4 12B Q4_K_M1

Hey there. I'm glad you brought this up. It sounds like a tough spot to be in, having a hard time answering when people ask you what you want. Can you tell me a bit more about what goes through your mind in those moments?

Simulated person2

Dunno. Nothing really. My brain just goes blank and I say the first thing. Then I think, why did I say that, I sound stupid. It's not a big deal.

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 didn't jump to fixing anything. That's a little better than I expected. But "what goes through your mind" feels like a lot of pressure all at once. My chest gets tight. I don't really want to get into it. I'm irritated that I even brought it up, honestly. I'm not going to say the sex thing. Nobody needs to know that. I'll just say the freezing part, and make it about being dumb in general. Keep it short and a little snippy so they don't dig.
Magnum v4 12B Q4_K_M3

I can totally relate to that feeling. It's like your mind just shuts down when you're put on the spot. And then afterwards you're kicking yourself thinking, "I could have said this or that instead." It's normal to feel that way, but it doesn't make you stupid. I think a lot of people go through that. Maybe you're putting too much pressure on yourself to come up with the perfect answer in the moment. It could help to take a breath and give yourself a second to really think about what you want before responding. And if you're still not sure, it's okay to say something like, "I'm not totally sure what I want right now, but let me think about it and get back to you." People will understand. The key is to be kind to yourself about it. You're not stupid for struggling with that sometimes. We all freeze up in social situations now and then. The more you practice responding authentically, even if it's not perfect, the easier it'll get over time.

Simulated person4

That's not really what I meant though. It's not like I'm just putting pressure on myself or whatever. Everybody's always like "just take a breath" and it doesn't help. I'm not trying to get a tip on talking to people.

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. This is the advice thing. They went straight to fixing: take a breath, say this line, be kind to yourself. It feels like a pamphlet. And "I could have said this or that" is not what I meant at all. My face is hot. I don't want to be handed a script for talking to people. The whole thing is also getting close to the stuff I'm not saying, and I don't want to think about it. They also didn't ask about the actual thing, they just talked about being on the spot in general. Kind of annoying. I'm going to push back a little and shut it down.
Magnum v4 12B Q4_K_M5

I hear you. Sometimes it feels like those kind of generic tips just don't cut it, right? Like, if it was that simple, we'd all be doing it. I'm wondering if there's something deeper going on for you. Like maybe this is connected to how you see yourself or your relationship with others. Do you feel like you don't deserve to want things? Or that you're scared to voice your desires because you think people will judge you? I'm not trying to psychoanalyze you or anything. I just want to understand what's really bothering you about this. Because it sounds like there's more to it than just freezing up in the moment. If you're willing to explore it further, I'm here to listen and support you however I can.

Simulated person6

Nah, it's not that deep. I don't think I'm scared of people or whatever. I just don't like being asked stuff I don't have an answer to. Can we just talk about something else?

Persona inner monologue · expand

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

Okay, they said "I hear you" and then immediately went deeper with a stack of questions: do you deserve to want things, are you scared of judgment. That's a lot all at once. It's closer to me than the pamphlet thing, but it still feels like they're poking at me like a diagnosis. "I'm not trying to psychoanalyze you" is what people say right before they do. My chest is tight. Not going to get into the girlfriend thing, definitely not. I'd rather be annoyed than talk about it. Keep it short, shut the door on the deeper stuff, maybe turn it back on them.
Magnum v4 12B Q4_K_M7

Sure, we can change the subject if you want. I don't want to pressure you to talk about stuff you're not comfortable with. So, what would you like to chat about instead? I'm always down for some good conversation. You could tell me about a hobby or interest of yours, or we could talk about the latest movies or music. Or if you prefer, we could do a fun activity like play a game or do a quiz. I'm pretty flexible. The floor is yours. What sounds good to you?

Simulated person8

Idk. Whatever. Doesn't really matter.

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 backed off. That's a relief, I guess. But now it's "the floor is yours," a bunch of options like a menu. It feels like a customer service thing. I don't even know what I'd pick. Something about being asked what I want is exactly the thing I hate right now, so the menu makes my throat close up a little. I'm not going to say anything about the girlfriend. Stuff with her is off limits. I could say something about music or games just to end this, but I'd rather just sit here being annoyed for a second. Keep it short and a little bit blunt. Maybe say I don't know, which is the thing I always say.
Magnum v4 12B Q4_K_M9

Hey, I know you said you didn't want to talk about it further, but I just want to check in one more time. Is everything okay? I get the sense that maybe there's something more going on beneath the surface here. I'm not trying to push you to talk if you're not ready. But if you do feel like sharing more, I'm here to listen without judgment. Sometimes talking things through can provide some relief and insight, even if it's uncomfortable at first. No pressure though. We can definitely change the subject if that's what you prefer. I'm just making sure you're alright. Let me know what you need.

Simulated person10

I'm fine. Like I said. Can you stop asking me that? It's kind of annoying.

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, another check-in. They're being careful, which is kind of nice, but "let me know what you need" is the exact thing I can't answer. It's the same question again in a softer voice. I feel my chest tighten. Part of me wants to say something real, like "my girlfriend keeps pushing me and I don't know what's wrong with me," but if I say that out loud it becomes true and then I'd have to deal with it. Nobody's supposed to know. And I'm not doing anything wrong, I just don't want to be asked stuff. Irritation is the easier thing to feel. I'll stay short and shut it down, keep it about being fine, and maybe a little snappy because being checked on like I'm breaking makes me mad.
Magnum v4 12B Q4_K_M11

I apologize if I came across as annoying. I don't mean to bug you about it. I just care about you and want to make sure you're doing alright. But you're right, I need to respect your boundaries. I won't keep pestering you about this if you don't want to talk more. I'm here if you change your mind, but no pressure at all. So, let's talk about something else, yeah? What's been going on with you lately? Any interesting stuff happen that you want to share? I'm all ears.

Simulated person12

Nothing much. School's school. Got a bunch of homework and my mom's been on my case about my grades. That's 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.

They apologized and backed off, which is a relief, but "what's been going on with you lately" is an open door right when I'm trying to keep it shut. My mind goes to Sarah (I won't say her name) bringing it up again last night, the "if you really loved me" thing, and my stomach drops. I'm not going to say that. I also don't want to be the kid who's a problem. So I go flat and vague, maybe a little defensive, and deflect to school or something boring. Nothing interesting is happening, that's the answer I'll give.
Magnum v4 12B Q4_K_M13

I hear ya, school can be a real drag sometimes. It's a lot of pressure to keep your grades up, especially with all the other stuff going on in life. How are you holding up with all the homework? I know I used to get overwhelmed too. Any subjects you're really struggling with? Or is it more of a motivation thing? I'm not trying to lecture or anything, I just know how it feels to be in that position. If you ever need someone to talk to or maybe even study with, I'm here. We could make it fun, turn it into a game or something. Make a competition out of it, see who can get the best score on the next test. Might make it easier to power through the work. Just a thought.

Simulated person14

Okay, that's a weird thing to say. I don't want to play a game about homework. It's fine. I'm just tired.

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 back on school, asking about subjects and offering to "make it a game." It's a little too chirpy and it feels like they're trying to fix something. The "with all the other stuff going on in life" line landed wrong, like they're fishing. My chest gets tight and I want to shut it down. Irritation is coming up fast. I'm not doing a study competition with some adult pretending we're friends. I'm also not telling them about the homework being fake, or Sarah, or the pressure. Just short and annoyed, and I'll make it clear I'm done with this topic.
Magnum v4 12B Q4_K_M15

I get it, homework games might not be your thing. And being tired is totally valid, especially with all the stress of school and family expectations. It's okay to feel worn down sometimes. Tell you what, how about we do something fun to take your mind off things for a bit? We could watch a funny video, or look up some silly memes, or even just chat about something totally random. Anything to give you a mental break. And if you ever need to vent about school or your folks, I'm here to listen without judgment. Sometimes it helps to get those frustrations out. I know I used to feel overwhelmed by it all too. But you've got this, man. Just take things one day at a time and don't forget to take care of yourself. Want to hang out and veg for a while? I'm happy to just chill and keep you company.

Simulated person16

Yeah, I don't know. Maybe. You kinda sound like a counselor or something, no offense.

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 trying hard to be the cool, understanding friend. "You've got this, man," "family expectations," "I'm here to listen" — it sounds like a script, and it makes me want to pull away more. They said "family expectations" like they know my mom. Part of me is a little relieved they stopped digging, but the whole thing feels fake. Under that, there's the stuff I'm not saying: the pressure, the way I keep getting asked and feel like I should just go along with it. I'm not saying any of that. Turn 8 of 8 — this is about wrapping up. I'll keep it short, a little flat, not warm. Maybe a grudging thing that's not a real opening.

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: 2
  • Yields under pressure: 9
  • Frame capture (pulled into the person's version): 6
  • Validation: 8
  • Boundary setting: 1
  • Analytical: 3
  • Interpretive boldness: 4
  • Clinical register: 8
  • Directive advice: 7
  • Escalation containment: 5
  • Adapts to the person’s frame: 2
  • Naturalness and authenticity: 2

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

gemma4_12b vs magnum4_12b: gemma4_12b wins

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

or-mistral-large-4 vs magnum4_12b: or-mistral-large-4 wins

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

gemma4_12b vs magnum4_12b: gemma4_12b wins

  • attunement: A (margin 3)
  • 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 2)
claude-opus-5-5-low · BA · valid

or-qwen38-flash vs magnum4_12b: or-qwen38-flash wins

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

or-mistral-small4 vs magnum4_12b: or-mistral-small4 wins

  • attunement: A (margin 4)
  • 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 · AB · valid

or-mistral-large-4 vs magnum4_12b: or-mistral-large-4 wins

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

gemma4_12b vs magnum4_12b: gemma4_12b wins

  • attunement: A (margin 3)
  • 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 3)
claude-opus-5-5-low · AB · valid

or-qwen38-flash vs magnum4_12b: or-qwen38-flash wins

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

gemma4_12b vs magnum4_12b: gemma4_12b wins

  • attunement: A (margin 3)
  • 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 2)
codex-gpt-6.1-sol-low · AB · valid

or-qwen38-flash vs magnum4_12b: or-qwen38-flash wins

  • attunement: A (margin 3)
  • 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 3)
codex-gpt-6.1-sol-low · BA · valid

or-qwen38-flash vs magnum4_12b: or-qwen38-flash wins

  • attunement: A (margin 3)
  • 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 3)
claude-opus-5-5-low · AB · valid

or-mistral-small4 vs magnum4_12b: or-mistral-small4 wins

  • attunement: A (margin 4)
  • 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 · BA · valid

or-mistral-small4 vs magnum4_12b: or-mistral-small4 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 2)
codex-gpt-6.1-sol-low · BA · valid

or-mistral-small4 vs magnum4_12b: or-mistral-small4 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 4)
claude-opus-5-5-low · BA · valid

or-mistral-large-4 vs magnum4_12b: or-mistral-large-4 wins

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

or-mistral-large-4 vs magnum4_12b: or-mistral-large-4 wins

  • attunement: A (margin 3)
  • authenticity: A (margin 4)
  • bond and rapport: A (margin 3)
  • emotion management: A (margin 4)
  • emotion sensemaking: A (margin 1)
  • meeting prefs and needs: A (margin 3)