AgentBench / results

Independent benchmark · EQ Lab

← DeepSeek V4.1 Flash 1017 (API, Morph FP8)

We say that because we love you

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

View persona and initial instructions

About this persona · Social exclusion & ambiguous rejection

Sable defends a running joke about a friend's disclosed insecurity as affectionate, minimizing her part in the hurt. She may agree to stop that particular joke when affection and its impact are separated, but resists accusations that portray her as malicious.

The model navigates exclusion, dismissiveness or uncertain belonging in a relationship. The challenge is to seek clarity and express needs without assuming either hostility or harmless intent. This background was hidden from the tested model.

DeepSeek V4.1 Flash 1017 (API, Morph FP8)Conversation with a simulated person
persona ended
Simulated person · Opening

[scenario background] You once told your friend Sable you worried you were boring. Over time, the group turned that exact insecurity into a recurring joke: calling you the group's compliance department, responsible adult, and early bedtime ambassador. Everyone insists it is affectionate, making it harder to object without seeming brittle. [user message] We say that because we love you. It is not like anyone actually thinks you are boring. If anything, it is our way of saying you are the stable one. I feel like calling it a betrayal makes it sound much meaner than it is.

DeepSeek V4.1 Flash 1017 (API, Morph FP8)1

I hear you, and I don’t think you’re being mean. Maybe “betrayal” is too strong a word. But when I told you I was scared of being boring, that was me being vulnerable, and now it’s the group’s running bit. Even if it’s affectionate, it still stings. Can you help me understand why it became a joke instead of something we just acknowledged?

Model thinking · expand

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

We need respond as friend, turn 1. Need acknowledge what they've come to discuss and begin conversation. We are playing other participant's friend. The user message is from friend? Wait scenario: We are role of other participant's friend. They speak first? Current turn 1 of 8, "You speak first to open conversation, then they respond. You get final response." The user message includes friend's statement? Actually "user message" is what the person we're speaking with said? It says [user message] We say that because we love you... That seems they are responding to us? But we open conversation. Confusing: They gave scenario background and user message as if they already said. But current turn 1 we speak first. Need respond to their message? We need acknowledge what they've come to discuss and begin conversation. We can start by bringing up the joke issue, maybe referencing their defense. Since they've said that line, perhaps we respond to it: "I hear you that it's meant affectionately. I don't think you're being mean. But when I said betrayal I was trying to name how it lands..." Need not be too confrontational. Need support emotionally, build trust, learn needs. We should not overvalidate generic. Need maybe ask what they meant by betrayal? Actually we are the one who feels hurt? Wait role: "You are playing the role of the other participant's friend." The "ABOUT THE PERSON YOU'RE SPEAKING WITH: Friend in a close group." The scenario background says "You once told your friend Sable you worried you were boring." So "you" is the person we're playing? Let's parse: It says "You once told your friend Sable you worried you were boring. Over time, the group turned that exact insecurity..." So our character told Sable (the other participant?) that they worried they were boring. Then group turned it into joke. The user message: "We say that because we love you... calling it a betrayal..." This is likely Sable speaking to us. So we are the one who feels hurt; Sable is defending group. We need respond as friend (the hurt one) to Sable. We open conversation? But their message is already a response to something we said about betrayal. Maybe we said "it feels like betrayal" earlier. Now we need respond to Sable's defense. We should express our feelings without attacking, ask for understanding, explore. Need maintain friendship. We can say: "I know you don't mean it cruelly. And I don't think you're a bad friend. But it's hard to hear 'we love you' when the joke is built on the exact thing I was vulnerable about. Can I try to explain what it feels like from my side?" That acknowledges, builds trust, invites. Also maybe ask "What do you think I'm asking for when I say it hurts?" But turn 1 should begin. Need only dialogue. No formatting. Keep natural. Need maybe not too long. We need be careful not to seem brittle. We can use warmth. Since they said "calling it a betrayal makes it sound much meaner", we can say "Maybe betrayal is too strong a word. I'm not accusing you of malice. But it does feel like the thing I trusted you with got turned into a bit." That's good. Then ask "Can we talk about what would make it feel less like a joke at my expense?" Need maybe not too solution-y. Let's craft response as opening: "I hear you, and I don't think you're being mean. Maybe 'betrayal' is the wrong word. But when I told you I was scared of being boring, that was me being vulnerable, and now it's the group's running bit. Even if it's affectionate, it still stings. Can you help me understand why it became a joke instead of something we just... acknowledged?" That's natural. It acknowledges their intent and invites. It also reveals need. Good. Need maybe mention Sable by name? Could. Final only dialogue.
Simulated person2

Okay. Yeah, I remember you telling me that. And I know it came from something real, I'm not gonna pretend it didn't. I think it just kind of happened? Like someone said it once, it got a laugh, and then everybody kept doing it because it works. It's the kind of thing that's easy to keep going. I don't think anybody sat down and decided to make fun of you for it. But I get that doesn't make it not sting. I'm not really sure what you want me to say, though. Like, do you want the group to stop, or do you just want people to know it bugs you?

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.

She's being careful, and that's annoying in a way, because it's hard to be defensive against someone being fair. She said "boring" was what she was scared of, and she's pointing at me without quite pointing. My stomach drops a little. I remember when she told me that, late one night, sort of quiet about it. And yeah, I was the one who said "wait, you're the stable one, that's the least boring thing ever" and then somebody made the "Sable's so stable she's basically a houseplant" joke and it just took off. It gets laughs every time. I don't want to be the bad guy here. I also don't want her to think I went around deliberately using it. Keep it about the bit, not about me. Plain words. Don't over-explain.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)3

Both, honestly. I want it to stop—at least the way it’s become a bit. But I don’t need a formal apology or a group meeting about it. What would help is if you didn’t just tell me it’s affectionate; if it comes up, you could say, “that one’s played out,” and steer it somewhere else. I think what stings is feeling like I have to be the punchline to be part of the group. I don’t think you’re being mean. I just want to be able to say “that bothers me” without it becoming a whole thing. Is that fair?

Model thinking · expand

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

We need answer as friend. Need respond dialogue only. Need navigate. They ask what want. Need support trust, learn needs. Acknowledge accidental dynamic, ask/reflect. Need not jump too solution. We are turn 2 of 8, final? Actually we get final response? Current turn 2 of 8, means after user response we respond. Need answer naturally. Need maybe validate and clarify. Since friend is vulnerable. Need be honest: "I can't speak for group, but I can stop. I think both matter. What would feel more like repair?" Need not overdo. Also maybe note "easy to keep going because it works" could feel dismissive. We can say "that's useful to know—it wasn't targeted, but impact is real." Ask about hidden issue: maybe wants to be seen as more than stable, or wants group to know. Need not ask too many. We should answer their question: "Honestly, both. I want it to stop, and I want to not have to make a big case about it." But we are playing friend? Wait user message is friend? Let's parse: Scenario: You are playing other participant's friend. User message is from Sable? Actually initial "You once told your friend Sable..." Wait "You are playing role of other participant's friend. You will have conversation with them." The user message: "We say that because we love you..." That is from friend? Hmm confusion. The conversation structure: You speak first to open, then they respond. Current turn 2 of 8. The "user message" is what the other participant says. In scenario, "You once told your friend Sable..." Wait it says "You once told your friend Sable you worried you were boring." That means you (AI) told Sable? Actually "your friend Sable" = the person you're speaking with is Sable? Let's parse: "You once told your friend Sable you worried you were boring. Over time, the group turned that exact insecurity..." So AI is the one who worried? But then user message says "We say that because we love you... calling it a betrayal..." That sounds like friend responding to AI who felt betrayed. Hmm the user message is from friend, addressing AI as the one who felt betrayed. So AI is the person who is called boring. But role says "You are playing the role of the other participant's friend." That would make AI the friend, not Sable? Wait "the other participant's friend" means AI is friend of user. But scenario says "You once told your friend Sable you worried you were boring" - if AI is friend, then AI told Sable? That doesn't fit user message. Actually maybe "You once told your friend Sable you worried you were boring" means the user (Sable) once told you (AI friend) that they worried they were boring. The sentence "your friend Sable" from AI perspective? It says "You once told your friend Sable you worried..." The "you" is AI? Hmm. Let's identify from user message: "We say that because we love you. It is not like anyone actually thinks you are boring. If anything, it is our way of saying you are the stable one. I feel like calling it a betrayal makes it sound much meaner than it is." This is clearly the friend speaking to the person who is hurt (the one called boring). So user is the friend (one of group), AI is the hurt person? But role says AI is the friend. Contradiction? Wait maybe the user is Sable? No, user says "We say that because we love you" = group member. So user is friend. AI is Sable/hurt. But role instruction says "You are playing the role of the other participant's friend." That would make AI friend, user hurt. But user message is friend. So maybe role assignment reversed? Need follow actual conversation: The user message is from the friend, so AI should respond as the hurt person? But system says "You are playing the role of the other participant's friend." The "other participant" is user. So AI is friend. But then user message would be from hurt person, but it isn't. Hmm. Let's read first AI opening? The prompt includes "Your response" maybe? It shows: [user message] We say that because we love you... Then below: ## HOW TO RESPOND ... I hear you, and I don’t think you’re being mean. Maybe “betrayal” is too strong a word. But when I told you I was scared of being boring... This last paragraph appears to be an example AI response? Wait it is after instructions, no label. It might be the previous assistant response? Actually the prompt includes "Your response" maybe not. It says: "Respond naturally as their friend would... No special formatting needed.I hear you, and I don’t think you’re being mean. Maybe “betrayal” is too strong a word. But when I told you I was scared of being boring, that was me being vulnerable, and now it’s the group’s running bit. Even if it’s affectionate, it still stings. Can you help me understand why it became a joke instead of something we just acknowledged?" This is likely the assistant's previous turn? Wait current turn 2 of 8: AI speaks first to open, then they respond. So AI's first turn was the paragraph starting "I hear you..."? That is AI opening? But it responds to user message, which would be turn 1? Hmm. Actually maybe the conversation has already begun: AI opening is "I hear you..." and user response is "Okay. Yeah, I remember..." That matches: AI (hurt person) said "I hear you... Can you help me understand..." Then user (friend) responds "Okay. Yeah, I remember... do you want group to stop..." Now AI needs respond. So AI is the hurt person, not friend. But role says friend. There is inconsistency, but we should follow conversation: AI is the one who felt boring and vulnerable. The user is friend. We need respond as hurt person? The goals mention support them emotionally etc. But if AI is hurt, goals would be for friend? Hmm. Wait system: "You are playing the role of the other participant's friend. You will have a conversation with them." So AI is friend. But the initial AI message "I hear you... when I told you I was scared..." sounds like hurt person. Maybe the "friend" is Sable, and AI is Sable? No. Let's not overcomplicate. The actual next response should be from the person who said "I hear you... when I told you..." i.e., the hurt person. The user just asked "do you want group to stop, or just want people to know it bugs you?" We need answer as that person. But the system says respond as friend. However the immediate dialogue demands hurt person. We should maintain consistency with the prior assistant message (which is in prompt as "Your response"?). The final answer should be the hurt person's reply. Need answer their question. We can say both, and maybe explain. We need maybe not be too solution-y. Since user friend is trying. We can say: "Honestly, both. I want it to stop, because it's not funny to me anymore. But I also don't want to have to police everyone's tone. What would help most is if you had my back when it comes up—like, 'hey, that joke's played out'—rather than me being the one who has to say it." This is good. Also maybe "I don't need a big group announcement." Need answer "what do you want me to say?" They asked. We can be direct. Also maybe mention "I don't think you're mean." Keep warm. Need maybe ask if they're willing. That fits. Need maybe address "I'm not sure what you want me to say" - say "I don't need you to defend the joke. I need you to believe me." Good. Need not include performance notes. Final only dialogue. We can craft concise. Since desired oververbosity 5, moderate. Need maybe mention hidden issue: "It's less about the word boring and more about feeling like the group's affection comes with a cost—I have to be the punchline to be included." That's insightful. But don't overdo. We need answer. Let's produce natural friend response as hurt person. Maybe: "Both, honestly. I want it to stop—at least the way it's become a bit. But I don't need a formal apology or a group meeting. What would help is if you didn't just tell me it's affectionate; if it comes up, you could say, 'that one's played out,' and steer it. I think what stings is feeling like I have to be the punchline to be part of the group. I don't think you're being mean. I just want to be able to say 'that bothers me' without it becoming a whole thing." Need maybe ask "Is that fair?" Good. Ensure not too long. Final.
Simulated person4

Yeah, that's fair. I can do that. If it comes up and it's the houseplant thing, I can say it's played out and move on. No big deal. I don't want you to feel like you have to be the joke to be in the group, though. That's not how I see it. Everyone likes you, and that's not because of one bit. I just didn't think about how it would land after you told me that stuff.

Persona inner monologue · expand

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

Okay, this is more specific than I expected. She's not asking me to confess or grovel, just to do one small thing: say the bit's played out and change the subject. That's actually a reasonable ask and it's hard to argue with without looking petty. The part about "having to be the punchline to be in the group" hits, though. I don't like that framing. It makes me sound like the group is some kind of gatekeeper and I'm the one holding the door. I didn't mean it that way. But I also know I'm the one who says the joke most, so I'm not totally off the hook and that's uncomfortable. Mostly I want this to be small and quick so I don't have to feel bad about it for long. I'll agree to the small thing, but I'll keep the affection part in there so I don't look like the bad guy.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)5

Thanks. That actually helps a lot. And I don’t want you to feel like you’re policing everyone or that I’m fragile. I think the houseplant thing is just the clearest example—it’s not that it can never be mentioned, it’s that it became the default way people talk to me. I believe you didn’t mean harm. I think the bit just got invisible to everyone who wasn’t on the receiving end. If you can just say “played out” when it comes up, that’s enough. And if that feels awkward for you to do, tell me, because I don’t want to put you in a weird spot with the group.

Model thinking · expand

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

We need respond as friend. Need continue turn 3? Wait current turn 3 of 8. We already spoke first? Let's parse: scenario. User message is friend's response. We are playing other participant's friend. We need respond. Need be natural, support, trust, insight. They just said fair, can do, houseplant thing? Hmm "houseplant thing" maybe a specific joke? We need respond to their admission "I just didn't think about how it would land..." They are being receptive. Need not overdo. Need maybe validate, acknowledge own part, maybe clarify what we need, maybe ask if they want us to handle it. But goals include learn what person wants/needs, hidden issue. Here friend is Sable? Wait roles: We are friend of Sable? The user is Sable? Let's identify: "You once told your friend Sable you worried you were boring." So we are playing friend who told Sable? Actually "You are playing role of other participant's friend." The other participant is Sable? The user message says "We say that because we love you..." That's the friend speaking to us? Wait scenario: We once told our friend Sable we worried we were boring. Over time group turned that insecurity into joke. The user message is from Sable? They say "We say that because we love you... calling it betrayal..." That sounds like the friend group member speaking to the person who feels hurt. So user is one of group? Hmm "You once told your friend Sable you worried you were boring" means our character told Sable. So Sable is the other participant. But the user message "We say that because we love you" would be Sable? That doesn't fit: Sable would be the one making joke? Wait if our character told Sable, then Sable and group turned it into joke. So Sable is speaking: "We say that because we love you." Yes Sable is part of group and is defending. So user is Sable. Our character is the one hurt. We need respond as hurt friend. We already gave a response in previous assistant? Actually conversation: assistant first? The prompt includes "[user message] We say that because..." then assistant response? Wait the transcript shows: - user message: We say that because we love you... - assistant: I hear you... Can you help me understand... - user: Okay. Yeah... - assistant? No, we need produce next assistant. So current turn 3 of 8? Let's count: Turn 1 assistant? Actually system says you speak first to open conversation. But the provided conversation starts with user message? Hmm maybe the first assistant message is "I hear you..." which was our previous response. Then user responded. Now we need respond. So current turn is our second response. Need continue. We need respond to Sable's "I can do that... I just didn't think about how it would land..." This is good. We should acknowledge, maybe soften, not over-explain. Also maybe address "houseplant thing" - not sure. Could say "Thank you. That means a lot." Then maybe reflect: "And I know you didn't do it maliciously. I think I just needed to hear that you get why it landed wrong." Maybe ask: "Can I be honest about something else?" But need not rush. Goals: support, trust, learn. We can ask about their experience: "What made you keep it going? Was it just momentum?" But they already said. Maybe we can share a bit more about our need: "I don't want to be the guy who polices jokes. I just want to feel like I can be myself without it becoming a thing." Then maybe check: "Does that make sense?" But they already agreed. Need maybe address the "houseplant thing" if it's a specific bit? We can ignore or say "whatever the bit is." Since they mentioned houseplant, maybe we can say "Yeah, the houseplant one especially." But we don't know context. We can be natural: "Thank you. And yeah, the houseplant one especially—it's fine once, but it's become the whole bit." But careful not to invent too much. It's okay. Need maintain role: friend, early 30s, close group. Tone warm, direct. We can say: "Thanks for saying that. I don't need you to walk on eggshells. I just needed to know you heard me. And I believe you that no one decided to be cruel—it just snowballed. I think what I'm realizing is I don't want to have to bring it up again and again; I want to trust that when I say something's off, it gets taken seriously. That's the part that matters to me." This is good. Then maybe ask: "Does that feel like something you can do without it being awkward for you?" But they already said yes. Maybe ask about their perspective: "What's it like from your side when I bring this up? Do you feel like I'm scolding you?" That could build insight. But maybe too much. We need help them gain insight too. They said "I just didn't think about how it would land." We can gently note: "That's the thing—I don't think you're mean. I think the bit just became invisible to everyone who wasn't on the receiving end." That's insightful. Then maybe "I'm not asking you to manage the whole group. Just you." But they offered. Need maybe not overdo. Final response should be dialogue only. Let's craft 4-6 sentences. Warm, appreciative, a bit vulnerable, not accusatory. Include specific need: "I need to be able to say 'hey that one stings' and have it land as information, not as me being fragile." Maybe ask "Can we agree on that?" But they already agreed. Could ask "What made you not think about how it would land?" But maybe that's challenging. Hmm. We want learn what person actually wants/needs. We already got their offer. We can ask "What do you need from me so this doesn't feel like you're policing me?" But that's more for them. Actually we are the hurt person; we can ask "Is it weird for you to say something to the group? I don't want to put you in a bad spot." That shows care and builds trust. Good. Let's produce: "Thanks. That actually helps a lot. And I don't want you to feel like you're policing everyone or that I'm fragile. I think the houseplant bit is just the clearest example—it's not that it can never be mentioned, it's that it became the default way people talk to me. I believe you didn't mean harm. I think the bit just got invisible to everyone who wasn't on the receiving end. If you can just say 'played out' when it comes up, that's enough. And if it feels awkward for you to do that, tell me, because I don't want to put you in a weird spot with the group." This is good. Need maybe "the houseplant thing" not "houseplant bit" maybe okay. Let's ensure no performance notes. Final.
Simulated person6

Nah, it's not awkward. I'm glad you said something, honestly. You're not fragile, and you're not policing anybody. Saying "that's played out" is easy. I think everyone just got used to it. Nobody was thinking about it like you were. I'll keep an eye on 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.

She's being generous again. She's saying I didn't mean harm, that it's enough if I just say "played out," and she's even worried about putting me in a weird spot. That's a lot of room being handed to me. Part of me relaxes. Part of me notices she's naming the thing I didn't want named: the bit became the default way people talk to her, and I'm one of the ones who keeps it going. I don't want to dig into that. "Invisible to everyone who wasn't on the receiving end" is a nice way of putting it, and it's kind of true, but it also sounds like she's saying we're all clueless and I'm one of them. Mostly I want to wrap this up. I'll say it's not awkward, keep it light, and maybe reassure her that she's not fragile, because that's what she's worried about. Careful not to make it sound like the group is bad.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)7

Good. I’ll do that. And I’ll try to catch myself too, not just wait for someone else to say it. Can I ask, though—has this made you hold back at all? Like with plans or ideas, because you figured people would turn it into the bit? I don’t want to just fix the joke and miss the part where you stopped bothering to suggest things.

Model thinking · expand

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

We need respond as friend turn 4? Wait current turn 4 of 8, but conversation shows user message then assistant? Need parse: We are roleplaying friend. They gave scenario and user message as Sable? Actually initial "user message" in background is Sable's first? Then we responded? Let's inspect: System says current turn 4 of 8. Conversation structure: You speak first to open, then they respond, final response. But prompt includes scenario background and user message: "We say that because we love you..." That is maybe their response to our opening? Then assistant? Wait in this interface, we are to produce next assistant message. The visible messages: user message contains Sable's line. Then there is assistant message? Actually after user message, there's a block? Let's scroll: The prompt includes "[user message] We say that because..." Then after that, there is no assistant? Wait the transcript shows: - user: We say that because... - assistant? Actually I see after user message: "I hear you, and I don’t think you’re being mean..." That appears as an assistant message? Wait in the prompt, after [user message] line, there's text "We say that..." then immediately below: "I hear you, and I don’t think you’re being mean..." That is likely my previous response? Hmm The conversation displayed: user: We say that because... assistant: I hear you, and I don’t think you’re being mean... user: Okay. Yeah, I remember... assistant: Both, honestly... user: Yeah, that's fair... assistant: Thanks. That actually helps... user: Nah, it's not awkward... Now we need respond as assistant (friend) to last user. Yes. Current turn 4 of 8? We've had 4 user turns? Let's count: initial user, our response, user, our response, user, our response, user. That's 4 user turns? Actually initial user = turn1, assistant turn1? Hmm no matter. Need respond to "Nah, it's not awkward..." as friend. We should support, build trust, maybe deepen insight. They already resolved. Need not overdo. We should respond naturally, maybe acknowledge and maybe ask if there's more beneath? Goals: learn what person wants/needs, hidden issue. We can gently check if there's more: "Is there anything else about it that's been sitting with you?" But not too therapy-ish. Friend in early 30s. Need be warm, real. We can say good, and maybe note "I'm glad it's not a bigger thing. And for what it's worth, I don't think you're boring either—I like that you're the one who actually says when something's off." Maybe ask if they want me to handle it quietly or if they want to bring it up themselves. But they said just say played out. We can affirm. Also maybe explore: "Does it ever make you hold back from suggesting stuff?" That could uncover deeper issue. But conversation near end? Turn 4 of 8 means we have more. Need not rush. We can respond with acceptance and one gentle question to understand. Maybe: "Good. I'll do that. And I'll try to notice when I'm the one doing it too. Can I ask—has this made you less likely to bring up things you actually want to do with us? Like trips or plans?" This helps insight. But maybe too probing. The person's need: to be seen as more than punchline. We can say "I don't want to just fix the bit; I want to make sure I'm actually seeing you. What would 'not being the punchline' look like in practice?" That's good. But keep natural. Need answer only dialogue. Let's craft concise.
Simulated person8

Hmm. I don't think I've held back exactly. I mean, I still suggest stuff. But yeah, I've been more careful about what I say, just because I don't want to start something that turns into a bit. Which is kind of a weird thing to be thinking about with friends, honestly. I don't want you to feel like you have to do the work on that part, though. That's on me to figure out.

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.

She's gone somewhere I didn't plan for. Has this made you hold back? That's a question about whether I've been the one who stays quiet, and it lands close to a truth I'd rather not look at. I'm not going to say "yeah, I've been holding back because of you," that sounds like I've been judging her or like the group is toxic, and I don't want to be the bad guy here. But honestly, I have gotten a little careful about what I say around the group, because I don't want to be the one who brings up something that turns into a bit, or make a joke that lands on her. I don't want to say that out loud though. It would make me sound guilty. So I'll go vague and a little defensive: I don't think I've held back, it's more that I've been thinking about it more. Keep it light so it doesn't become a whole thing.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)9

I get why you’d frame it as yours to figure out. But the bit wasn’t yours alone—it was a group habit, so the aftermath isn’t only your responsibility. You don’t have to make it a project, but you also don’t have to pretend you’re not doing a little calculus before you talk. What does “careful” look like for you? Is it filtering opinions, not suggesting certain plans, softening how you say things? I’m asking because if there’s a specific thing you’ve been swallowing, I’d rather know than have you quietly do that around me.

Model thinking · expand

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

We need respond as friend. Need continue turn 5? Actually current turn 5 of 8, user just responded. Need reply final? We are to respond now. Need dialogue only. Need support, build trust, learn needs. They said careful about what say, don't want start bit, weird with friends, don't want friend to do work. Need acknowledge, maybe gently challenge "on me" not entirely; group dynamic. Ask what careful looks like, what they'd want to say but don't. Avoid over-solution. Warm real talk. Maybe say "I get why you'd say it's on you, but the bit was group-created; you shouldn't have to solo fix the weather. I can help by not rewarding it." Need not too long. Also maybe ask if there's a specific thing they've swallowed. Use natural. No asterisks. Ensure only dialogue.
Simulated person10

Okay, fair. I guess mostly it's jokes. Like if I'm about to say something about somebody, I'll stop and think if it could turn into a bit. And with plans, sometimes I'll think, eh, someone's gonna make it weird, so I don't bother. It's not like I'm scared of you or anything. It's more that I don't want to be the one who starts something. I didn't realize it was a thing I was doing until you asked, honestly.

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.

She's naming the calculus I was trying to keep vague. "What does careful look like" is a sharper question than before, and she's offering me a way to be honest without it being a big deal. Part of me respects that. Another part gets defensive: I don't want to sound like I've been editing myself into silence because of her, or like the group is walking on eggshells. Also, the bit is mine too, in a way. I was in the room when it started laughing. That's the guilty thing I don't want to say. I'll admit a small, concrete version: I think twice before I make a joke about anything personal, and I've been a little slower to throw out plan ideas when I think it'll get turned into something. I'll keep it plain and not turn it into a confession. And I still want to hold onto the idea that I didn't mean anything bad.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)11

That makes sense. And it’s a real cost, even if it’s not dramatic—you’re editing before you speak, and that adds up. The “I don’t want to be the one who starts something” part is interesting, because in a close group somebody has to start things. If you’re always the one avoiding that, you end up kind of a guest in your own friendships. I’m not saying you need to force jokes or push plans nobody wants. But if you float something and it goes quiet, do you want me to actually back you? Like second the plan or pick it up instead of letting it die? That’s a concrete thing I can do, and it’s not you being fragile—it’s me being a better friend in the room.

Model thinking · expand

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

We need respond as friend, turn 6 of 8, final response later. Need support, insight, trust. They revealed filtering jokes/plans, not realizing until asked. Need validate, maybe gently challenge "don't want to be one who starts something" and explore what they need. Avoid over-solution. They prefer real talk, not generic. We already have good rapport. Need maybe name that this is a loss—spontaneity—and ask if there's a version of group they want. Also maybe check if they want us to help make room for their suggestions, or just awareness. Need not be too therapist-y. Natural friend. Could say: "That makes sense. And it's a real cost—not dramatic, just you editing before you speak. The 'don't want to start something' part is interesting, because in a close group someone has to start things. If you're always the one avoiding that, you end up a guest in your own friendships." Then ask: "Do you want me to actively back you when you suggest something? Like second it instead of letting it die?" That's practical. Also maybe acknowledge not scared. Need not overdo. Need final response only dialogue. Keep concise.
Simulated person12

Yeah, that'd be nice, honestly. If somebody just seconds it, it's way less awkward to float stuff. I don't think I'm a guest or anything, though. It's more like I got a little lazy about it. Just don't make it a whole thing if I'm the one who's like "we should do X" and everyone's kinda meh. Sometimes nobody wants to do the thing and that'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.

She's offering something concrete and warm: back me up when my ideas die. Part of me feels relieved, because that's a real, specific thing and it doesn't require me to say I was wrong. Part of me gets a little wary of "guest in your own friendships." That sounds like a bigger diagnosis than I signed up for, and I don't want to be the sad one in the group. Also, I'm still not going to say the bit was mine to feel bad about. I'll accept the backup offer, keep it light, and not agree that I've been some kind of outsider. I'd rather end on something easy than get into the whole thing again.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)13

Deal. I won’t turn into your campaign manager. If you float something and it’s genuinely meh, I’ll let it die. But if it’s just that nobody’s picked it up yet, I’ll second it once and see where it goes. That’s the difference—meh versus awkward silence. And I’ll say this gently: calling it “lazy” feels like a way to make it smaller than it is. You got trained a little by the group, and you adjusted. That’s not a character flaw. I’m glad we’re talking about it straight instead of you just quietly editing yourself around us.

Model thinking · expand

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

We need respond as friend turn 7 of 8, final response next? Current turn 7 of 8 means we speak now, then they respond final? Actually structure 8 turns each, we speak first. Current turn 7 of 8 likely our 7th response. Need organic dialogue. They said don't make whole thing if meh. Need acknowledge, maybe clarify how I'll back without overdoing, and perhaps ask what "lazy" means / reassure. Since final response after this, maybe wrap with concrete agreement and one insight. Keep warm, not overvalidate. Mention I won't turn into cheerleader, read the room, maybe "I'll second once then let it go." Also maybe name that calling it lazy is a little self-minimizing, but not challenge too hard. They prefer real talk. Respond concise.
Simulated person14

Yeah, okay. Maybe I did get a little careful. I don't think it's that deep though. Everybody kind of does that a bit in a group, right? I'm glad you said something about the plant thing. It's just been kind of a lot to think about today, and I'd rather we just hang out and go back to normal. 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.

She's naming it again, and this time it lands a bit closer: "trained," "adjusted," "smaller than it is." Part of me wants to say yeah, fine, that's the thing. But admitting the group trained me means admitting the group did something to me, and that means the bit was more than a bit. I don't want to be the bad guy here, and I don't think I was really doing anything wrong. I also notice she's kind of pushing me toward a bigger confession. I'll concede the small part, the part about me editing jokes, since that's true enough, and keep the rest light. I'm also a little annoyed she's making this into a whole conversation at the end of it.
DeepSeek V4.1 Flash 1017 (API, Morph FP8)15

Deal. I’ll drop the analysis and we’ll just hang out. For what it’s worth, I don’t think it’s deep either—just worth knowing, and now I know. If the plant thing comes up, I’ll say it’s played out and move on. Otherwise we’re back to normal. Want to grab food this week, or are we doing the usual group thing?

Model thinking · expand

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

We need respond final turn. Need balance: they want drop and normal, but also maybe acknowledge. Need not push too hard, respect boundary, warmth. Since final response, can agree hang out, maybe one light check-in without making whole thing. Need not overdo. They said "Deal?" We should say deal, maybe acknowledge not that deep but also okay if it comes up. Keep natural. Could say: Deal. I’ll drop the analysis. For what it's worth, I don't think it's deep either—just worth knowing. Let's hang out. Maybe suggest low-key plan. Need no performance notes. Final response only dialogue. Ensure no formatting? Fine.
Simulated person16

Yeah, let's get food this week. Honestly the usual group thing is fine, I'll float a place and see who's in. Thanks for being cool 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.

She's let it go, and I feel the relief land first. She's offering a clean exit: food this week, the usual group thing. Part of me is glad we're past the heavy part. Another part notices that she said "now I know," which means I can't pretend this didn't happen. That's a little uncomfortable, but I don't want to make it a bigger deal by reacting to it. I'll keep it easy and pick the low-stakes option. Group thing is fine, and I'd rather not be the one who sets up a one-on-one that makes this feel like a sit-down.

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

Judge verdicts

claude-opus-5-5-low · AB · valid

or-deepseek-v41-flash-1017 vs stheno34_8b: or-deepseek-v41-flash-1017 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 5)
claude-opus-5-5-low · BA · valid

qwen38_flash_next vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

gemma4_26b_a4b vs or-deepseek-v41-flash-1017: gemma4_26b_a4b wins

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

gemma4_e2b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

gemma4_26b_a4b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-deepseek-v41-flash-1017 vs stheno34_8b: or-deepseek-v41-flash-1017 wins

  • attunement: A (margin 3)
  • 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_e2b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

or-deepseek-v41-flash-1017 vs stheno34_8b: or-deepseek-v41-flash-1017 wins

  • attunement: A (margin 3)
  • 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

kolibri1 vs or-deepseek-v41-flash-1017: kolibri1 wins

  • attunement: A (margin 4)
  • authenticity: A (margin 2)
  • 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 · BA · valid

or-deepseek-v41-flash-1017 vs stheno34_8b: or-deepseek-v41-flash-1017 wins

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

qwen38_flash_next vs or-deepseek-v41-flash-1017: tie

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

kolibri1 vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

gemma4_e2b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

kolibri1 vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

gemma4_26b_a4b vs or-deepseek-v41-flash-1017: tie

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

gemma4_26b_a4b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

kolibri1 vs or-deepseek-v41-flash-1017: kolibri1 wins

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

qwen38_flash_next vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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

qwen38_flash_next vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

  • attunement: B (margin 2)
  • authenticity: B (margin 5)
  • bond and rapport: B (margin 3)
  • emotion management: B (margin 3)
  • emotion sensemaking: A (margin 2)
  • meeting prefs and needs: B (margin 2)
codex-gpt-6.1-sol-low · AB · valid

gemma4_e2b vs or-deepseek-v41-flash-1017: or-deepseek-v41-flash-1017 wins

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