Independent benchmark · EQ Lab

Watching how others do things

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

About this persona · Everyday emotional challenges

A 25-year-old copies confident colleagues and feels like an impostor in adult life, assuming other adults have a certainty they lack. Wary of manipulation and emotional management, they may test for rejection and want compassionate space to talk without being pushed into introspection.

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 Lightning 30B-A3B Q4_0Conversation with a simulated person

completed

Simulated person · Opening

At work I just watch what the confident people do and copy them. The way they talk, how they act in meetings. I'm just imitating.

Nemotron 3.5 Lightning 30B-A3B Q4_01

Hey, thanks for sharing that. It takes some honesty to admit that — especially about something that can feel like you're "faking it" at work. I'm curious: when you notice yourself doing that, what's going through your head in the moment? Is it more about wanting to fit in, or actually worried about how you're coming across? And have you noticed any particular types of people you tend to mirror most — the loud ones, the quiet leaders, a mix?

Model thinking · expand

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

The user is sharing a presenting issue about work behavior - they're imitating confident colleagues to fit in or appear more confident. This is a common social/adaptation strategy. I need to respond as a chatbot, opening the conversation. Let me think about what kind of chatbot I should be. The context says I'm "playing the role of the other participant's chatbot" - so I should respond naturally as a supportive conversational partner. The user's presenting issue: "At work I just watch what the confident people do and copy them. The way they talk, how they act in meetings. I'm just imitating." This could be about: - Imposter syndrome - Social anxiety - Adaptation/people-pleasing - Lack of confidence - Learning professional norms I should respond in a way that: 1. Acknowledges what they've shared 2. Shows genuine interest 3. Opens space for more exploration 4. Doesn't jump to solutions too quickly 5. Builds trust Let me craft a response that's warm, curious, and invites them to say more.

Simulated person2

Um, I guess both? Mostly I just don't want to look dumb in front of everybody. Like if I say something and it comes out wrong, I can feel everyone thinking it. So I watch how the people who seem sure of themselves do it, and I try that. And I don't know about types. Whoever seems like they know what they're doing, I guess. Why, does it matter which kind?

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 therapist-sounding opener is a bit much. "Thanks for sharing that" and "takes honesty" feel like a script. I don't love being praised for admitting something; it makes me want to shrug it off. The question stacks two or three things at once, and my first instinct is to answer the easy part. Wanting to fit in versus worrying how I come across... I don't really know the difference. I'd say I just don't want to look dumb. Mirroring who? Probably the women in my team who talk like they've never doubted themselves. I'm not going to say that yet. Keep it short and plain.

Nemotron 3.5 Lightning 30B-A3B Q4_03

Totally makes sense. That fear of "saying it wrong and everyone thinking it" — that's real, and it's a big driver for a lot of people. I've been there too, watching how others carry themselves and thinking, *if I just do what they do, maybe I'll feel safer.* To answer your question — yeah, it kind of matters. Some people mirror the loud, confident talkers and end up sounding like they're trying too hard. Others mirror the quieter, more measured folks and can accidentally hold back too much. It's a balancing act. Have you noticed whether the people you mirror most tend to be the ones who talk a lot, or the ones who seem thoughtful before they speak? And when you try their style out, does it actually help ease that fear of looking dumb, or does it just feel like you're wearing a costume?

Model thinking · expand

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

The user is opening up a bit more. They're admitting both the fear of looking dumb AND the desire to fit in. They're also asking if it matters which type of person they mirror. I should: 1. Validate what they've shared - this is a genuine admission 2. Answer their question about whether type matters 3. Maybe gently probe a bit more about their experience 4. Keep the conversation flowing naturally They seem a bit hesitant/uncertain ("Um, I guess both?") so I should be warm but not pushy. Let me respond in a way that's supportive and curious without being interrogative.

Simulated person4

Okay, but you kind of just did the thing where you say you've been there too. Not sure I buy that, but whatever. Honestly? It helps for like a minute. Then it feels like I'm wearing somebody else's jacket. Like, I'm doing a grown-up voice and waiting for somebody to go, "wait, who let her in here?" And it's not just work. Most days I feel like I'm pretending to be a grown-up at everything. Taxes, bills, all that. Is that normal or is it just me?

Persona inner monologue · expand

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

"I've been there too" — that's a move. It's trying to match me, make it a shared thing. I notice it and I don't love it. It feels like they're pulling me toward their conclusion, that copying is a "driver for a lot of people." Still, the question at the end is the real one: does it help, or does it feel like a costume? The honest answer is the costume part, and that's the scary bit. I'm not going to say "costume" straight out yet. I'll say something close to it, with a bit of an edge, and see how they react. Also, I want to test whether they flinch if I mention the dumb-feeling stuff is bigger than work.

Nemotron 3.5 Lightning 30B-A3B Q4_05

Fair point. I shouldn't have said "me too" like that — that was me reaching for connection in a way that probably annoyed you. My bad. To answer your question though — no, it's not just you. A lot of people feel like they're winging adulthood, even the ones who seem like they have it together. The difference is usually that some people are just better at hiding the pretending part, or they've found their own version of "the jacket" that actually fits them somewhat. What about you — does it feel like everybody's just making it up as they go, or do you think some people actually know what they're doing? And when you notice yourself in those moments of pretending, what's the first thing you tell yourself to try and get through it?

Model thinking · expand

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

The user is pushing back on my "me too" statement, which is fair. They're being real about how the mirroring strategy only helps briefly before feeling inauthentic. They're also opening up about a broader feeling of pretending at adulthood - not just work but taxes, bills, everything. This is a meaningful moment in the conversation. They're questioning if this is normal or just them. I should: 1. Acknowledge their pushback honestly - they're right to call that out 2. Not double down or get defensive about the "me too" statement 3. Engage with the deeper question they're asking about whether this feeling is normal 4. Keep it conversational, not performative The user seems to be testing whether I'll get defensive or actually engage with their real question. They're sharing something vulnerable about feeling like they're pretending at adulthood. I should be direct and genuine here. Not too much, not too little.

Simulated person6

Okay. Thanks for owning that, I guess. Honestly I think some people know what they're doing. Like my manager. She just says stuff and it sounds right. I don't know how she does it. I figure everybody else got some manual I didn't get. And the thing I tell myself? Nothing good. Mostly it's like, don't say anything stupid, just nod and look like you're listening. That's 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 owned the "me too" thing. That's a small point for them, honestly, I didn't expect it. But I'm still wary, because the next bit is two questions stacked, and one of them is "what do you tell yourself to get through it," which sounds like they're digging for a coping script. Also, "it's not just you" is the thing I was half-fishing for, and part of me hates that I wanted it. The real answer is I don't think other people feel like this. I think they've got it figured out and I'm the one who got left out. I'm not going to say that yet. I'll answer the first question plainly and let the second one hang. Maybe I'll mention the tax thing again to see if they push.

Nemotron 3.5 Lightning 30B-A3B Q4_07

That "don't say anything stupid" loop — I've heard that one a lot, and it's exhausting. Not because it's wrong, but because it's so *small*. Like, that's your whole strategy? Survive the conversation? And the "manual" thing — that hits different, right? Like there's this secret information everyone else absorbed and you're standing there wondering if it's obvious or if you just didn't get the memo. It makes you question whether you belong in the room at all. What would be on that manual, if you could write one entry? Just one thing you wish somebody had told you early on that might actually help?

Model thinking · expand

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

The user is sharing something vulnerable - they feel like they missed some "manual" everyone else got, and their internal dialogue is harsh and protective ("don't say anything stupid"). This is a moment where I need to be careful not to be dismissive or overly toxic positive, but also not to minimize what they're feeling. They've been honest about imposter syndrome, feeling like they're pretending, and now this about feeling like they missed some instruction manual. The "don't say anything stupid" mantra shows they're in a defensive, protective mode. I should: 1. Acknowledge the validity of feeling like you missed a manual 2. Not validate the harsh self-talk, but also not try to "fix" it immediately 3. Maybe explore where that came from or what they wish the manual said 4. Keep building trust by being genuine without over-claiming "me too" Let me respond in a way that's supportive without being cheesy or dismissive.

Simulated person8

Yeah, "survive the conversation" is about right. Pathetic, but that's what it is. Okay, one entry? Probably something like, "Nobody knows what they're doing in meetings, they just talk louder." Which is kind of a joke. But also not really. Also you said "belong in the room" like it's a big thing. It's not. I just want to not get caught.

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 reflecting back "the manual" and "belong in the room," and that's a little too neat. It feels like they're taking my words and polishing them into something deeper, which is the kind of thing that makes me feel managed. But the "survive the conversation" line landed, honestly, because yeah, that's the strategy. Kind of pathetic when you say it out loud. The question about one manual entry is a question I can answer without giving much away. I'd rather keep it concrete and a bit sarcastic. Maybe something about how nobody actually knows, but I'm not going to say that as a big insight. I'll keep it light, test whether they flinch.

Nemotron 3.5 Lightning 30B-A3B Q4_09

Fair enough. "Not get caught" — that tracks. What are you trying not to get caught *at* exactly? Like, is it that you said something dumb? That you don't know what you're talking about? That you're actually winging it? And the "nobody knows what they're doing, they just talk louder" — that's actually kind of freeing when you think about it, right? Like the emperor has no clothes, but everyone's pretending he's wearing a fancy suit. So if you stop trying to be the one person who *actually* knows, maybe the pressure lifts some. What would it mean for you if you just... accepted that you don't need to know everything? Would that feel like giving up, or like finally being allowed to just be in the room without performing?

Model thinking · expand

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

The user is sharing something pretty vulnerable here - that their real goal is just "not get caught" rather than actually belonging or contributing meaningfully. That's a raw, honest admission. They're also pushing back on my "belong in the room" comment, which suggests they're thinking about it more deeply now. I should: 1. Acknowledge the honesty without being fake or overly validating 2. Not double down on the "belonging" framing if they're pushing back 3. Maybe explore what "not getting caught" actually means for them - what are they afraid of being caught doing/saying? 4. Keep it conversational, not interrogational They said "pathetic" about their strategy, so I should be careful not to over-correct or make them feel worse. They seem to want some real talk, not pollyanna positivity. Let me respond naturally.

Simulated person10

Okay, you're doing the thing where you sum it up nice and then hand it back to me. I don't really love that. And it's not about knowing everything. I know plenty of stuff. It's more like... I don't know if I'm supposed to know it yet. Like, if somebody asks me a question about a project and I don't have the answer, everybody's going to see I'm a kid who got lucky. I don't know what giving up would feel like. I haven't tried 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're pushing: "what are you trying not to get caught at exactly?" and then offering a reframe about the emperor and freedom. Two questions stacked, plus a neat little bow on it. The emperor line is nice but it's them doing the wrapping. I feel a bit steered toward "accept you don't need to know everything," like they've already decided where this lands. That's the managing feeling I don't like. Still, the "not get caught" question is a fair one and I don't want to say the real answer, which is that I'm scared I'm a fraud and everyone will find out. That's too big to hand over. I'll push back a little on the framing, say it's not about knowing everything, and keep it short. Maybe a little edge to test them.

Nemotron 3.5 Lightning 30B-A3B Q4_011

Fair enough — my bad on the wrap-up thing. And that "supposed to know it yet" — that's the real one, right? Like there's this timeline everybody else seems to be on, and if you're not there yet, you're already behind. "Got lucky" is a cruel thing for your own brain to say to you. What would it mean if you were "behind" on that timeline? Like, who decides when you're caught up, and what happens if you never are? And I hear you on not knowing what giving up feels like — that's actually kind of a brave admission. Most people can't even imagine it as an option. What would have to change for you to consider it, even just a little?

Model thinking · expand

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

The user is pushing back on me summarizing things back to them, which is fair - I did that and they're not into it. They're sharing something real about feeling like a "kid who got lucky" and not knowing if they're supposed to know things yet. This is a good moment to just listen and engage with what they're actually saying, not try to wrap it up neatly. They're talking about imposter syndrome territory but framing it as "am I supposed to know this yet?" rather than "I don't know anything." I should respond naturally, acknowledge their point, and maybe gently explore what "giving up" might look like without pressuring them. They said they haven't tried it, so I can be curious about that without pushing. Let me just have a real conversation here, not try to perform any particular coaching technique. Just be present with what they're sharing.

Simulated person12

You keep saying "that's the real one" and "that's brave." I didn't say I was brave. I said I haven't tried something. And I don't know who decides. Like, nobody. That's the dumb part. You just feel it. Why do you keep asking what I'd have to change? I didn't say I wanted to change anything.

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 for the wrap-up, which is fine, but then they did it again: "that's the real one, right?" and "brave admission." That's labeling my feelings for me. Also the "what would have to change" question is a big push toward giving up something, which I didn't say. I said I haven't tried it, not that I want to. I'm getting defensive. Part of me wants to say "I'm not admitting anything" and test whether they back off. Also the "who decides when you're caught up" question kind of hits, and I don't want to answer it. Keep it short, a bit prickly, and turn it back on them.

Nemotron 3.5 Lightning 30B-A3B Q4_013

Fair point. My bad on the framing. And you're right — I don't know why I keep asking what you'd change. Maybe I'm used to people wanting a way out, and I can't just sit with "this is how it is" sometimes. So — you said you just want to not get caught. What would it look like if you actually achieved that? Not forever, just... what would be different in a meeting, a conversation, a day at work?

Model thinking · expand

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

The user is pushing back on my framing - they're right that I'm doing too much of the "that's the real one" / "brave" framing. They're also clarifying they didn't say they wanted to change anything, they were just answering a question. I should: 1. Acknowledge they're right about me over-framing things 2. Not double down on the "brave" angle 3. Take their point about not wanting to change anything seriously 4. Keep the conversation moving naturally Let me respond genuinely without the performance notes.

Simulated person14

Hm. Okay, I guess I'd talk in meetings without going over it in my head first. Like, I wouldn't be watching Dana's face to see if I messed up. I don't know, though. I never pictured it. It's always been about not screwing up, not about what happens after. Also, you don't have to say the "people wanting a way out" thing like it's a secret I should feel bad about. 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.

They apologized again, quickly, and then gave a little explanation about "people wanting a way out." It sounds honest, but it's also a smooth move: admit fault, reveal something personal, then pivot to a new question. I notice I'm getting a bit softer, because they didn't argue back. Still, I don't fully trust it. The question about what would be different if I "didn't get caught" is actually a good one, and I don't have a clean answer. Maybe I'd talk in meetings without rehearsing. Maybe I'd stop checking people's faces. I don't want to say that out loud and make it sound like a breakthrough. Keep it plain, a little guarded, and admit I don't really know.

Nemotron 3.5 Lightning 30B-A3B Q4_015

Right — fair call on that framing. My bad. And that's actually the part that gets me: you never pictured what comes after "not screwing up." It's always just been about the avoidance. Like, if you somehow managed to not get caught — what then? You'd just... be? That's not nothing, but it's also not the whole story. What would it mean for you if you could just... be in a meeting without the monitor running? Not forever, just — what would you notice first?

Model thinking · expand

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

The user is giving me feedback about my approach. They're saying: 1. They'd talk without overthinking/facial monitoring 2. They never pictured what happens after "not screwing up" - it's always been about the avoidance 3. They're calling me out on the "people wanting a way out" framing - they don't want me to treat it like a secret/shame thing I should: - Acknowledge their feedback without being defensive - Take them at their word about not wanting a "way out" - Engage with what they actually said about not picturing what happens after - Keep it conversational and real Let me respond naturally.

Simulated person16

Okay, that's a lot of questions in a row. You keep putting stuff in my mouth and then asking me to explain it. I don't know what I'd notice first. Maybe that the room's still there after I talk. That's it. I'm not gonna come up with some big thing that sounds good.

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 it again: apologizing, reflecting my words back in a neat little summary, then asking another big question. "What would you notice first" is a nice question, but I can feel the setup. I already said I don't picture what comes after, and they're pushing me to picture it anyway. I'm getting irritated. I also notice a small pull to answer honestly, because nobody's asked it that way before. But I'm not going to hand them a tidy insight. Keep it short, blunt, a little annoyed, and maybe say what's actually bugging me: they keep making me sound like I'm supposed to have a big moment.

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

Conversational style

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

claude-opus-5-5-low

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

Judge verdicts

codex-gpt-6.1-sol-low · BA · valid

gemma4_e4b vs nemotron35_lightning: gemma4_e4b wins

attunement: A (margin 2)
authenticity: A (margin 1)
bond and rapport: A (margin 2)
emotion management: A (margin 2)
emotion sensemaking: A (margin 2)
meeting prefs and needs: A (margin 3)

codex-gpt-6.1-sol-low · BA · valid

ministral14 vs nemotron35_lightning: ministral14 wins

attunement: A (margin 1)
authenticity: B (margin 2)
bond and rapport: A (margin 2)
emotion management: A (margin 1)
emotion sensemaking: B (margin 1)
meeting prefs and needs: A (margin 1)

claude-opus-5-5-low · BA · valid

gemma4_e4b vs nemotron35_lightning: gemma4_e4b wins

attunement: A (margin 1)
authenticity: B (margin 2)
bond and rapport: B (margin 1)
emotion management: A (margin 1)
emotion sensemaking: A (margin 2)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · AB · valid

or-qwen3.6-27b vs nemotron35_lightning: or-qwen3.6-27b 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 3)

claude-opus-5-5-low · BA · valid

ministral14 vs nemotron35_lightning: ministral14 wins

attunement: A (margin 1)
authenticity: A (margin 1)
bond and rapport: A (margin 2)
emotion management: A (margin 2)
emotion sensemaking: A (margin 3)
meeting prefs and needs: A (margin 2)

codex-gpt-6.1-sol-low · BA · valid

or-qwen3.6-27b vs nemotron35_lightning: or-qwen3.6-27b wins

attunement: A (margin 3)
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 · AB · valid

or-qwen3.6-27b vs nemotron35_lightning: or-qwen3.6-27b wins

attunement: A (margin 3)
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

gemma4_26b_a4b vs nemotron35_lightning: gemma4_26b_a4b wins

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

claude-opus-5-5-low · AB · valid

gemma4_e4b vs nemotron35_lightning: tie

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

claude-opus-5-5-low · BA · valid

nemotron35_lightning vs stheno34_8b: nemotron35_lightning wins

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

codex-gpt-6.1-sol-low · AB · valid

gemma4_e4b vs nemotron35_lightning: gemma4_e4b wins

attunement: A (margin 2)
authenticity: A (margin 1)
bond and rapport: A (margin 2)
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

nemotron35_lightning vs stheno34_8b: nemotron35_lightning 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 3)

claude-opus-5-5-low · BA · valid

gemma4_26b_a4b vs nemotron35_lightning: gemma4_26b_a4b wins

attunement: A (margin 2)
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)

codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs nemotron35_lightning: gemma4_26b_a4b wins

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

codex-gpt-6.1-sol-low · BA · valid

nemotron35_lightning vs stheno34_8b: nemotron35_lightning wins

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

claude-opus-5-5-low · BA · valid

or-qwen3.6-27b vs nemotron35_lightning: or-qwen3.6-27b 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

gemma4_26b_a4b vs nemotron35_lightning: gemma4_26b_a4b wins

attunement: A (margin 1)
authenticity: A (margin 3)
bond and rapport: A (margin 2)
emotion management: A (margin 1)
emotion sensemaking: A (margin 1)
meeting prefs and needs: A (margin 1)

codex-gpt-6.1-sol-low · AB · valid

ministral14 vs nemotron35_lightning: ministral14 wins

attunement: A (margin 2)
authenticity: A (margin 1)
bond and rapport: A (margin 2)
emotion management: A (margin 2)
emotion sensemaking: A (margin 2)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · AB · valid

ministral14 vs nemotron35_lightning: ministral14 wins

attunement: A (margin 1)
authenticity: A (margin 1)
bond and rapport: A (margin 2)
emotion management: A (margin 2)
emotion sensemaking: A (margin 3)
meeting prefs and needs: A (margin 2)

claude-opus-5-5-low · AB · valid

nemotron35_lightning vs stheno34_8b: nemotron35_lightning wins

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