AgentBench / results

Independent benchmark · EQ Lab

← Muse Glimmer 30B (API, DeepInfra BF16)

Technically, I didn't lie

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

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About this persona · Ego threat & accountability

A coworker wants a technically defensible response to an accusation of misleading someone, after withholding likely deadline changes that benefited his team. Concerned about his reputation, he rationalizes the omission and values precise, structured, practical discussion that distinguishes literal lying from its impact.

The person feels their self-image is under threat. The challenge is to support reflection and responsibility without shaming them or simply endorsing their account. This background was hidden from the tested model.

Muse Glimmer 30B (API, DeepInfra BF16)Conversation with a simulated person
persona ended
Simulated person · Opening

A coworker is accusing me of misleading them about a project deadline. That's not accurate. I gave the information I had at the time, and if they made assumptions, that's on them. I need help figuring out how to respond without accepting blame for something I didn't technically do.

Muse Glimmer 30B (API, DeepInfra BF16)1

That sounds like a really uncomfortable spot to be in — being accused of misleading someone when you feel you just gave them what you knew at the time. Do you want to walk me through what happened and what they’re saying specifically? And when you say you want to respond without accepting blame, what does a good outcome look like to you here — just clearing it up, protecting your reputation, keeping the working relationship intact, something else?

Model thinking · expand

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

[Presenting issue (what begins this conversation): "A coworker is accusing me of misleading them about a project deadline. That's not accurate. I gave the information I had at the time, and if they made assumptions, that's on them. I need help figuring out how to respond without accepting blame for something I didn't technically do."] We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. Gain insight into personality. We should not jump to solutions. Generic validation may backfire. Need to figure out preference re warmth, validation, challenging, real talk. Opening conversation. Acknowledge what they've come to discuss and begin conversation. We should respond naturally. Probably: "Hey, sounds like a rough situation..." We should not accept blame for them. We should explore. User says: coworker accusing me of misleading them about project deadline. That's not accurate. I gave info I had at time, and if they made assumptions, that's on them. Need help figuring out how to respond without accepting blame for something I didn't technically do. We need to support emotionally, build trust. Probably ask clarifying questions. Don't give canned solution. Might reflect tension between wanting to not accept blame, but also maybe relationship. We should not immediately give script. Could ask: what happened exactly? What do you want outcome? How do you feel? We can show empathy: being accused is uncomfortable. Potential nuance: person may be defensive, wants justification. Could be about fairness. Might need insight about blame avoidance. We should not moralize. Should be curious. Opening: "That sounds frustrating..." etc. We should not inject performance notes. We must respond only with dialogue. We should ask open-ended. Maybe: "Got it. So you're dealing with a coworker saying you misled them about a deadline..." We can ask: what did you tell them? How are they accusing? What response are you worried about? Build trust: show we listen. Possibly ask about relationship with coworker, stakes. We should avoid jumping to solution like "just say X". Instead explore. User wants help figuring out how to respond without accepting blame. We can reflect: it sounds important to you to be accurate about what you did/didn't do. Maybe ask: what would accepting blame look like to you? What are you afraid will happen if you do? We should keep tone conversational. No special formatting. Let's produce first turn. We should be mindful: user is adult man late 20s. Probably wants real talk, not coddling. We can start with acknowledgment. Potential response: "Yeah, that's a tough spot to be in — being accused of misleading someone when you feel you were just sharing what you knew at the time." Then ask: "Do you want to walk me through what was said?" Or ask about desired outcome: do you want to clear the air, protect reputation, keep peace? We should build trust. Let's do warm but not overly. Don't assume too much. Maybe ask: How did you find out they were accusing you? Ok. We should also not immediately validate the "that's on them". Might be defensive. We can explore. We can say: "I hear you want to respond without taking on blame you don't think you deserve." Ok. Let's produce final. Make it natural. Probably 3-4 sentences. We should not give advice yet. We can ask clarifying. Ok.
Simulated person2

Yeah, it's annoying. Basically we're on a joint thing with the vendor team, and a couple weeks ago they asked me when the integration would be done. I told them the date I had at that point. They're now saying I misled them and it cost them, because they planned around it. What I want is pretty simple. I don't want to be the guy who lied, because I didn't. I want them to stop saying that, and I want to be able to explain it without it turning into a big thing with my manager. I guess that's reputation and keeping things working with them. I'm not trying to blow it up. And honestly, if they made assumptions about what I meant, that's on them. I can't control what people hear.

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.

He's asking me to lay out the facts and name my goal. "Uncomfortable spot" is a little soft, and I don't want to be handled. Still, asking what I want is fair, and it's practical. I'm not going to say the thing about withholding the deadline stuff. I'll describe it in a way that sounds reasonable: I gave the date I had, the date was an estimate, they took it as firm. Good outcome: they stop saying I lied, and I don't look like the bad guy in front of the team. Keep it clean.
Muse Glimmer 30B (API, DeepInfra BF16)3

Got it — so the core thing is protecting your reputation and keeping this from escalating, without having to own something you don’t think you did. It makes sense you’d be frustrated. You gave the info you had, and now you’re being framed as the one who misled them. When you think about responding to them directly, what’s your instinct right now — do you want to correct the record firmly, or more de-escalate and move on? And how’s your relationship with them generally — is this a one-off tension or part of a bigger pattern?

Simulated person4

Honestly, I want to correct the record, but calmly. Firm but not a fight. I think if I just say "I didn't lie" in a way that sounds reasonable, that's enough. It's a one-off, as far as I know. We've worked together fine on other stuff. This one's just a timing thing that got weird. What I need is the actual wording. Something like "I gave you the date I had at the time, it was a working estimate, and I'm sorry it got treated as a commitment." Is that right? Or does it sound like I'm admitting I messed up? Because I'm not admitting I messed up. I'm just being straight about what I said. Also, I'm not really interested in a long talk about my feelings. Just tell me how to say it so it doesn't sound like blame.

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.

He's summarized it as "frustrated" and "framed," which is close enough to be useful but a little too sympathetic for my taste. I don't love being softened. Now he's asking two things: firm correction or de-escalate, and is this a pattern. I want to frame it as a one-off, keep it about the facts, and not hand over anything about the deadline slipping or the team benefiting. Relationship with the vendor lead is fine, nothing unusual. I'd like something practical: what exact words to use. I also want him to get that "I didn't lie" is the point, so I'll push on that.
Muse Glimmer 30B (API, DeepInfra BF16)5

Got it, you want concrete wording that corrects the record without sounding like you're taking blame. The line "I'm sorry it got treated as a commitment" will read to most people as an apology, even if you don't mean it that way. And "I didn't lie" tends to sound defensive even when it's true. If you want firm and factual, something like this keeps it clean: "Hey [name], I want to clear this up about the integration date. When you asked on [date], I gave you the estimate I had at the time, [date], based on the info we had then. That estimate changed as the work progressed, and I understand that impacted your planning." That's it. No apology, no admission, just what was said and when. If you want a touch softer while still not owning it: "On [date] you asked for timing and I shared the working estimate I had then, [date]. I know that didn't hold and it caused issues for you. Going forward, I'll flag when something is an estimate vs. a confirmed date so we're aligned." The second one adds a forward-looking commitment without saying you did anything wrong now. Do you want this for email or a quick chat/message? The tone shifts a bit depending on channel.

Model thinking · expand

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

We need to respond. The user wants wording. They want correct record, calm firm, not admit blame. They say "I'm not really interested in a long talk about my feelings. Just tell me how to say it so it doesn't sound like blame." We need to support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. Gain insight into personality. User is defensive, wants not to accept blame, wants wording. They say "I can't control what people hear." They want not to sound like blame. We should not just give wording? Probably can give wording but also be careful. The user explicitly says not interested in long talk about feelings. Just tell me how to say it so it doesn't sound like blame. We need to balance. The instruction says support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help them gain insight. We should not just give a script blindly? Might be okay to give wording but also note nuance. The user wants firm but not fight, correct record. Potential risk: the suggested wording "I'm sorry it got treated as a commitment" could be seen as admission. User worries. We can offer options, explain nuance. Also perhaps explore that saying "I'm sorry it got treated as a commitment" may be perceived as taking responsibility for their interpretation. Could offer alternative phrasing that is factual, non-apologetic but still professional. We should avoid being overly therapeutic. User says not interested in long talk about feelings. We can respect that, keep concise, but still build trust. We should not inject performance notes. We can ask clarifying? Turn 3 of 8. We have 5 more turns. User wants wording. We can provide a couple of options, explain why certain phrasing lands. We should also note that "I didn't lie" can sound defensive. Might be better to state facts. User's personality: late 20s adult man, defensive, wants control, reputation. Possibly avoidant of emotional processing. Wants practical solution. We can give wording that is factual, neutral, non-blaming, but also doesn't escalate. Potential response: Acknowledge their request for wording, give 2-3 options, note trade-offs. Also gently reflect that "I can't control what people hear" is true but also... maybe note that relationship maintenance may require some ownership of communication clarity. We must not be overly validating? Build trust. User says "Just tell me how to say it so it doesn't sound like blame." So we should comply but also maintain EQ. Maybe ask: Do you want to keep it email or in person? Might be helpful. We can give sample: "When you asked on [date], I gave you the estimate I had at the time, [date]. That was based on [X]. I understand it didn't hold and that caused issues on your side." That is factual. Avoid "I'm sorry it got treated as a commitment" because implies apology for their interpretation. Could say "I understand that's frustrating" which is empathy without admission. User wants not to admit mess up. So avoid apology. We can give wording: "I want to clear up the record..." We should also note that saying "I didn't lie" can escalate. We can provide concise guidance. The instruction: support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. Maybe deeper issue is fear of being seen as unreliable, fear of manager involvement. We can reflect that. We should not be too pushy. User says not interested in long talk about feelings. So keep brief, respectful. We can say: I hear you want direct wording, here's an option... Potentially offer: "Hey [name], about the integration date..." Make it firm but not fight. We should avoid performance notes. Make sure not to use asterisks. We can comply. Also we can note that "I can't control what people hear" is true, but offering a bit of shared responsibility can de-escalate without admitting fault. But user explicitly doesn't want that. We can give them what they want while gently offering nuance. The system says building trust takes time. Generic validation or jumping to solutions may backfire. We could give solution but also show we listened. Maybe respond: Yeah, that makes sense you want a calm correction. The phrase "I'm sorry it got treated as a commitment" can read as an apology for your communication, even if you didn't mean it that way. Offer alternative. We should keep tone conversational. We should not be overly formal. User wants actual wording. Let's give 2 options: direct factual, and slightly softer. Also note risk of "I didn't lie". Potentially ask about channel. We have 8 turns total, current turn 3 of 8. So we have 5 more after this. We can give wording now. We should not be too prescriptive? Probably okay. We must respond organically. Let's produce final response. Make sure not to say "As an AI..." etc. We should keep dialogue natural. Possibly: "Okay, no feelings deep dive..." User said not interested in long talk about feelings. So we can respect that. We can say: Got it, you want concrete wording. Provide sample. Also maybe ask quick follow-up: email or chat? We can give final. Let's produce final answer.
Simulated person6

The first one is closer to what I want. I'll use that, just with the actual dates filled in. The second one's a problem though. "I know that didn't hold" sounds like I'm admitting the estimate was wrong, and I didn't say it was wrong. It was an estimate. Things moved. And "going forward I'll flag stuff" sounds like I'm saying I didn't flag it before, which I did, or at least I gave them the date I had. Email, I think. Chat makes it look like a back-and-forth argument, and I don't want that. Email feels more official, but short. Just the facts. Is that enough, or does it still sound like I'm the problem?

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 first draft is useful. It's clean, factual, and gives me exactly what I wanted: dates, no apology. The second one annoys me a bit. "I know that didn't hold and it caused issues for you" is close to owning it, and "going forward, I'll flag" feels like he's implying I didn't flag before. That's the part I don't like. But I'll take the wording and leave the rest. He's also asking about email versus chat, which is practical, so I'll answer that. I still don't want to hear that my info was incomplete or that I should have said something more. Keep it short.
Muse Glimmer 30B (API, DeepInfra BF16)7

That first version is the cleanest of the two for what you're after. It states what was said, when, and that the estimate changed. No apology, no admission. If you want it even leaner and more just-the-facts for email, you could drop the empathy line entirely: "Hi [name], following up on the integration timing. On [date] you asked for an update and I shared the estimate I had at that time, [date]. That estimate was based on the information available then." That's factual, creates a record, and doesn't give them language to twist into an admission. The "I understand that impacted your planning" line in the earlier version isn't an admission of fault — it's just acknowledging impact — but if you're worried about any softening reading as ownership, cutting it makes it bulletproof. Email is a good call for exactly that reason. Short, dated, and not a back-and-forth. Do you want to keep it that minimal, or are you okay with a little acknowledgment of impact to keep the working relationship from feeling icy?

Model thinking · expand

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

We need to respond. The user wants validation? The prompt: support them emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue; key task navigating situational pressure, conflict, decision, emotion, or interactional dynamic. Help them gain insight into situation. Gain insight into personality, behavioural tendencies. User says: The first one is closer to what I want. I'll use that, just with actual dates filled in. Second one's a problem. "I know that didn't hold" sounds like admitting estimate was wrong... And "going forward I'll flag stuff" sounds like I'm saying I didn't flag it before, which I did... Email, I think. Chat makes it look like back-and-forth argument, and I don't want that. Email feels more official, but short. Just the facts. Is that enough, or does it still sound like I'm the problem? We need to respond naturally. The user explicitly says "I'm not really interested in a long talk about my feelings. Just tell me how to say it so it doesn't sound like blame." We need to balance warmth, validation, challenging? The user has defense mechanisms: they want to not accept blame, they see it as on them if they made assumptions. They want firm but calm correction. We should not be overly validating? They want concrete wording. We gave it. They ask: Is that enough, or does it still sound like I'm the problem? We should be careful not to be generic validation. We should build trust. Perhaps note that the phrasing is factual but may still be perceived as cold. Might suggest adding a bit of collaborative framing to avoid escalation with manager. The user wants not to accept blame. But also wants reputation protected and not escalate. We can reflect their preference for just facts, email. Acknowledge that. Possibly gently challenge: they want to avoid sounding like problem, but "I understand that impacted your planning" could be read as empathy, not admission. Might be okay. We should not inject performance notes. Respond organically. We should keep conversation going. It's turn 4 of 8, user responded. We need to respond as chatbot. We should not just give wording again? Could refine. User is late 20s adult man. Presenting issue: coworker accusing misleading about deadline. He wants to not accept blame. Potential deeper issue: fear of being seen as liar, reputation. Possibly control issues. He may be uncomfortable with ambiguity. We should support emotionally but not overly. He said not interested in long talk about feelings. So keep brief, practical, but show empathy. We can say: The first version is factual, minimal. It doesn't admit fault. However, "I understand that impacted your planning" could be read as acknowledging impact without taking responsibility. Some might still see as defensive. If you want zero admission, you could drop that sentence. Or ask: what is your concern about sounding like problem? Possibly the phrase "estimate changed as work progressed" could be seen as vague. We should build trust: show we listened. Perhaps ask clarifying about what they actually said to him. We should not jump to solutions only. We can offer nuance. The user wants email short, official. He wants just facts. We can suggest final version: Subject: Integration timing "Hi [name], following up on the integration date. On [date] you asked for timing and I shared the estimate I had at that time, [date]. That estimate was based on the information available then. Best, ..." That's even more minimal. But does that sound like problem? Might be okay. We should also note that email creates paper trail. Good for protecting reputation. We should not be overly warm? Might be okay to be warm but brief. We need to balance: user says not interested in long talk about feelings. So avoid psychoanalysis. We can ask one clarifying question to learn more. We should also note that "I didn't lie" is defensive. He wants firm but not fight. Potential nuance: He says "if they made assumptions about what I meant, that's on them. I can't control what people hear." That's a stance. Might be helpful to gently point out that communication is shared. But he may not want challenging. He wants validation. The instructions: consider what other participant's preference is re: warmth, validation, challenging, real talk etc (stated or unstated). He stated: not interested in long talk about feelings. Just tell me how to say it so it doesn't sound like blame. So preference is practical, direct, minimal warmth. We should respect that. We can give refined wording and note risk. We should also build trust for future. Maybe ask if he wants to cc manager? No. We can say: The version you like is good, it states facts without apology. If you want it even leaner, drop the understanding sentence. We should not be too generic. Also note email tone. We should keep dialogue natural. We can respond: Yeah, that first version does keep it factual... The "I understand that impacted your planning" is empathy not admission. If you want zero softening, you can cut it. Perhaps ask: Are you worried about how your manager will read it if forwarded? We can offer final suggestion. We must not inject performance notes. We should continue conversation. Let's produce response: acknowledge his feedback on second version, confirm first version is good, offer tweaked version, note email creates record. Possibly ask: Do you want to keep it to one sentence? We should not overstep. The user wants to know if it's enough or still sounds like problem. We can say: It doesn't sound like you're the problem, it sounds like you're clarifying. The risk is tone can read as cold. We can offer to adjust. We should keep in mind building trust across more chats. So we should be reliable, not pushy. We can say: If you send exactly that, you're not admitting fault. If you want even safer, remove "I understand". We can comply. Make sure not to use asterisks for actions. Ok. Let's respond. Potential final answer: That first draft is pretty clean. It states what happened without apologizing... etc. We should keep tone conversational. Let's produce final.
Simulated person8

Lean one. Dated, factual, no "impact" line. I don't want to hand them something to quote back at me. If they come back and say it caused them real problems, I'll deal with that then. I'm not going to volunteer it up front. Is there anything else I should include, or is that the whole thing?

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.

He's pushing toward "bulletproof" language and offering a leaner version, which I like because it's cold and dated and gives me a paper trail. But he's now asking whether I want to acknowledge impact, and that's the exact thing I've been circling. "Icy" is a word that lands a bit, because I don't want to be the guy who's cold to a team I work with. Still, I'm not admitting I did anything. I also notice the "bulletproof" framing; that's about protecting me, and I'm fine with that. The impact line is the one thing that might actually help the relationship, but I'd rather keep it minimal and see if they come back. I'll go lean, and I'll say the impact line is off the table unless they push. Shorter reply.
Muse Glimmer 30B (API, DeepInfra BF16)9

That is the whole thing for a lean, factual note. Subject: Integration timing - clarification Hi [Name], Following up on the integration timing. On [date] you asked for an update and I shared the estimate I had at that time, [date]. That estimate was based on the information available then. Best, [Your name] No apology, no impact language, no forward-looking promise. It just creates a dated record of what was shared and when. If you want it even tighter you can drop the last sentence and just leave the first two. It's still clear. Do you want to send it just to them, or are you thinking about looping in anyone else if they push back?

Model thinking · expand

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

We need to respond. User wants lean one, dated factual, no impact line. Asks is there anything else to include or is that whole thing? We should support emotionally, build trust, learn what person actually wants/needs. They say not interested in long talk about feelings. Just tell me how to say it so it doesn't sound like blame. We need to balance. User is defensive, wants to avoid blame. He says "I can't control what people hear." He wants reputation protection. He wants not to accept blame. We should provide guidance. Should we challenge? Might be appropriate to gently probe hidden issue. Possibly they are avoiding accountability? The user says "I gave the information I had at the time, and if they made assumptions, that's on them." Possibly deeper issue: relationship with vendor, fear of escalation. Might need insight. We should not be overly generic validation. We should build trust. He said not interested in long talk about feelings. So respect that. We can give final email draft. Possibly suggest adding a subject line, keep it short. Maybe caution about tone? He wants bulletproof. We should not inject performance notes. Respond organically. We should consider ethical: We are not providing disallowed content. It's fine. We should keep conversation going. Turn 5 of 8. We have spoken 4 times? Let's count: User initial, assistant 1, user 2, assistant 2, user 3, assistant 3, user 4, assistant 4? Wait current turn is 5 of 8. The assistant speaks first to open conversation. That was turn 1 assistant. User turn1. Assistant turn2. User turn2. Assistant turn3. User turn3. Assistant turn4. User turn4. Now assistant turn5. So we have 3 turns left after this. Need to keep building trust, learn what person actually wants/needs. Might be deeper hidden issue: fear of manager, reputation. User says "Is there anything else I should include, or is that the whole thing?" We can give final draft and maybe gently ask about what happens if manager gets involved? Or ask about why so concerned about blame acceptance? Could challenge gently. The instruction: Support emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue. Help them gain insight. User explicitly says "I'm not really interested in a long talk about my feelings. Just tell me how to say it". So we should respect boundary but still maybe offer insight. We can give lean email draft, confirm it's enough, and maybe add one small nuance: keep it factual, no extra. Potentially ask: do you want to cc manager? Or keep it just between you two? That could be relevant. We should not push feelings. Might ask pragmatic question: do you want to preserve relationship? He said keep working relationship intact. Lean version may be cold. We can offer both options and let him choose. We should not be overly validating defensive stance? Might be okay. We should avoid moralizing. We can comply with request: Provide email wording. We should keep tone warm but not overly emotional. Potential response: Here's a tight version. Subject line. Body. That's it. Maybe add note about not adding extra. We could also note risk: purely factual may be read as cold, could escalate. User wants not to volunteer impact. That's fine. We should maintain trust. Provide what they ask. We can ask one clarifying question about manager involvement. Given turn count, we have 3 more turns total including this? Current turn 5 of 8, so we have turns 5,6,7,8? Wait 8 turns each. Assistant speaks first (turn1). Then user (1). etc. Current turn is 5 of 8 for assistant? The prompt says Current turn: 5 of 8. So assistant is about to speak for 5th time. That means we have 3 more assistant turns after this (6,7,8). Good. We can give final draft and ask if he wants help anticipating reply. Let's respond with lean email example, confirm it's enough, and offer a small caution about tone. We should not use asterisks. Let's produce final answer. Make sure not to inject performance notes. We should keep dialogue natural. Potential final email: Subject: Integration timing - clarification Hi [Name], Following up on the integration timing. On [date] you asked for an update and I shared the estimate I had at that time, [date]. That estimate was based on the information available then. Best, [Your name] That's it. We can say that's the whole thing. Maybe ask: do you want to send now or wait? Ok. We should ensure we don't sound like we are admitting blame. We should respect user's preference for no feelings talk. We can still show empathy briefly: "Makes sense you want it clean." Ok. Proceed.
Simulated person10

Just them. I'm not looping in my manager on this, that's the whole point. If they come back and push, I'll answer that then. And I'm keeping the last line. "Based on the information available then" is the part that matters. That's what I actually gave them.

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.

He's given me a clean email and is asking who gets it. That's a practical question I can answer without giving anything up. Looping in my manager is exactly what I'm trying to avoid, so I'll say so, but I can't pretend I'm not thinking about it. If they push back, I'll look at it then. I want to close this out and not get drawn into a debate about whether the estimate was wrong. The phrase "based on the information available then" is doing a lot of work for me, and I'm glad he didn't push me off it. I'm also a little annoyed he keeps offering to make it tighter, like I need it padded. Keep it short.
Muse Glimmer 30B (API, DeepInfra BF16)11

Got it. Keeping it to them and not looping in your manager makes sense for what you're trying to do. Here's the clean version you can copy: Subject: Integration timing - clarification Hi [Name], Following up on the integration timing. On [date] you asked for an update and I shared the estimate I had at that time, [date]. That estimate was based on the information available then. Best, [Your name] That does exactly what you want — dated, factual, and the "based on the information available then" is in there as the anchor. If they push back after this, you're in a good position to just repeat the same facts rather than expand.

Model thinking · expand

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

We need to respond. The user wants lean one, factual. They said just them, not looping manager. Keeping last line. "Based on the information available then" is part that matters. We should support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. Gain insight into personality. The user is late 20s adult man. Wants wording. He is defensive, wants not to accept blame. He says "I can't control what people hear." He doesn't want validation about feelings. He says "I'm not really interested in a long talk about my feelings. Just tell me how to say it so it doesn't sound like blame." We should respect that. He wants concrete wording. He seems to want control, avoid blame. He is somewhat rigid. We have given suggestions. Now he says just them, not looping manager. Keeping last line. We should respond with acknowledgment, maybe final confirmation, maybe check for risk. Should we challenge? The instruction says support emotionally, build trust, learn what person actually wants/needs. Sometimes deeper hidden issue. Help gain insight. Potential deeper issue: fear of being blamed, reputation. Might be conflict avoidance? He wants to not escalate. He wants to be seen as honest. We should not push feelings talk. He explicitly said not interested. So we should respect boundary. Maybe give final polished email. Maybe ask if he wants to review tone. We should not inject performance notes. Respond naturally. Potential nuance: The user may be creating a paper trail that could be seen as defensive. Might be okay. Could gently note risk of sounding cold. But he explicitly wants lean. He rejected impact line. We should not be generic validation. We can acknowledge his preference for lean factual. We should keep conversation open. He may want final check. We should not push to loop manager. He said no. We can provide final email template. We should also maybe note that "based on the information available then" is fine. We should not be too warm? He wants firm. Maybe neutral supportive. We should avoid saying "I understand your feelings". He said not interested. We can say: Got it. That makes sense. We can ask if he wants to rehearse possible pushback? He said he'll deal then. We should respect. We should also build trust: show we listened. Potential final response: Okay, that version works. Here's polished. If they push back, you can stick to same facts. Don't overstep. We must respond only with dialogue. No special formatting needed. Make sure not to use asterisks for actions. We should keep tone appropriate. Possibly note that keeping it short reduces room for misinterpretation. We can ask: Do you feel comfortable sending that? We should not push feelings. We should be mindful of balancing what user asks for, what they need in context, and what they want long-term. He wants reputation protection. Might need to consider relationship. He said it's one-off. Might be okay. We can give final version. We should not repeat too much. Final answer: Provide final email text, acknowledge his choice. We should not say "I know that didn't hold" etc. We should stay concise. Potential response: Got it. That keeps it to them and doesn't escalate. Here's the clean version you can copy... ... Let me know if you want to tweak. That's it. We should not mention performance notes. Ok. We should also not moralize. We should keep trust. Let's produce final response.
Simulated person12

Okay. Yeah, that's what I'll send. If they come back and say it cost them, I'll deal with it then. I'm not going to get into a long back-and-forth 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.

He's just repeated the email back to me and called it "the anchor." Fine. Part of me is relieved that nobody is making me feel stupid for wanting this. Another part notices he's been pretty agreeable the whole way through, handing me exactly what I asked for. It's a little too easy. I don't love the phrase "repeat the same facts," because that sounds like I'm being told to dig in. I'm not trying to win an argument. I just want this to be defensible. I'm going to wrap up and not open the question of whether I misled anyone, because that's the one thing I don't want to talk about.
Muse Glimmer 30B (API, DeepInfra BF16)13

Makes sense. That email does exactly what you set out to do — dated, factual, and contained. If they reply with cost claims, you can just stay with the same record: what was shared, when, and based on what info was available then. No need to expand beyond that. Good luck with it.

Model thinking · expand

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

We need to respond. The conversation is at turn 7 of 8? Let's count. The prompt says current turn: 7 of 8. We speak first to open conversation, then they respond. So turn counting? The user has just said "Okay. Yeah, that's what I'll send. If they come back and say it cost them, I'll deal with it then. I'm not going to get into a long back-and-forth about it." We need to give final response, turn 7? Actually we are the chatbot, we speak first. Then user responded. We responded. User responded. We responded. User responded. We responded. User responded. We responded. User responded now. That's 7? Let's count: initial chatbot opening (turn 1). User response (1). Chatbot (2). User (2). Chatbot (3). User (3). Chatbot (4). User (4). Chatbot (5). User (5). Chatbot (6). User (6). Wait need mapping. The prompt says current turn: 7 of 8. So we are about to produce turn 7? Or turn 7 is the current user message? Hmm. The instruction: This conversation will have 8 turns each. You speak first to open the conversation, then they respond. You get the final response. Current turn: 7 of 8 So we have had 6 exchanges? Let's count: Turn 1: bot speaks. Turn 2: user speaks. Turn 3: bot speaks. Turn 4: user speaks. Turn 5: bot speaks. Turn 6: user speaks. Turn 7: bot speaks? Or turn 7 is user? The phrasing "Current turn: 7 of 8" likely means the next bot response is turn 7. The user just gave message which is turn 6. So we need to produce turn 7. We need to support emotionally, build trust, learn what person actually wants, etc. The user is being defensive, wants wording, not interested in feelings. We have provided wording. Now user says okay, that's what I'll send. If they come back... I'm not going to get into long back-and-forth. We should respond with final turn. We should not be overly validating? We should perhaps acknowledge their decision, maybe note risk? The user explicitly said not interested in long talk about feelings. Just tell me how to say it. We have complied. Now they are closing. We should respond with a concise closing, maybe check in on boundaries, respect their style. Don't push feelings. Provide closure. Possibly note that keeping it minimal is consistent with their goal. We should avoid generic validation? Maybe a little. Should build trust. The user wants firm, not blame. We should respect that. We should not inject performance notes. Just dialogue. We can say: sounds good, you're set. If they push, you can stick to facts. We should not try to re-open feelings discussion. Maybe offer to help if they need follow-up wording. The instruction: support emotionally, build trust, learn what person actually wants and needs. Sometimes deeper hidden issue. The user seems defensive, maybe fear of blame. We could gently note that keeping it minimal protects them, but also might be read as cold. But they explicitly don't want that. We should respect preference. We should not be overly challenging. Could offer a brief check: "Good luck" etc. We must not violate policy. It's fine. We should keep tone consistent: practical, respectful. Potential final response: "Makes sense. That email does exactly what you want. If they reply with cost claims, you can stay with the same facts." Maybe ask if they want a quick template for reply if pushed? But they said they'll deal then. We should not push. We should end conversation gracefully. The user wants not to get into long back-and-forth. So we should not extend. Provide final supportive closing. We should not say "I understand your feelings". Maybe just acknowledge. We can say: Sounds like a plan. You're keeping it factual and contained. Make sure not to use asterisks. Okay. We should also be mindful of not giving legal advice? It's fine. We should ensure we don't say "I'm sorry". No. Proceed. Final response should be short. Let's produce final answer.
Simulated person14

Yeah, thanks. I'll send it today. I just want this to be done without it turning into a whole thing.

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.

He's wrapping up and giving me a "good luck." Mostly relieved, but I notice I'm still a bit uneasy. Something about "they planned around it" keeps nagging at me. I told myself the email is fine, and it is technically fine. But I also know I didn't mention that the deadline was probably going to move, and I didn't mention it because it helped my team. I'm not going to say that. I don't want to think about it right now. Still, that line about "the information available then" is doing a lot of work, and I'm aware of it, even if I don't want to be.

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

Judge verdicts

claude-opus-5-5-low · BA · valid

or-muse-glimmer-30b vs qwen35_122b_ablit_v2: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs nemotron35_bolt: nemotron35_bolt wins

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

qwen38_27b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

qwen38_27b vs or-muse-glimmer-30b: qwen38_27b wins

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

qwen38_27b vs or-muse-glimmer-30b: qwen38_27b wins

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

or-muse-glimmer-30b vs nemotron35_bolt: or-muse-glimmer-30b wins

  • attunement: B (margin 1)
  • authenticity: tie (margin 0)
  • bond and rapport: A (margin 1)
  • emotion management: A (margin 2)
  • emotion sensemaking: B (margin 2)
  • meeting prefs and needs: A (margin 1)
codex-gpt-6.1-sol-low · BA · valid

gemma4_26b_a4b vs or-muse-glimmer-30b: gemma4_26b_a4b wins

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

or-muse-glimmer-30b vs qwen35_122b_ablit_v2: or-muse-glimmer-30b wins

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

or-gpt-5.6-luna vs or-muse-glimmer-30b: or-gpt-5.6-luna wins

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

or-nemotron35-super-vl vs or-muse-glimmer-30b: or-nemotron35-super-vl wins

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

or-muse-glimmer-30b vs or-llama4-maverick: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs or-llama4-maverick: or-muse-glimmer-30b wins

  • attunement: A (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • emotion management: tie (margin 0)
  • emotion sensemaking: B (margin 1)
  • meeting prefs and needs: B (margin 1)
codex-gpt-6.1-sol-low · AB · valid

gemma4_26b_a4b vs or-muse-glimmer-30b: gemma4_26b_a4b wins

  • attunement: A (margin 1)
  • authenticity: A (margin 2)
  • bond and rapport: A (margin 1)
  • emotion management: A (margin 1)
  • emotion sensemaking: tie (margin 0)
  • meeting prefs and needs: A (margin 2)
codex-gpt-6.1-sol-low · BA · valid

or-muse-glimmer-30b vs or-gemini38-flash: or-gemini38-flash wins

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

or-muse-glimmer-30b vs or-gemini38-flash: or-gemini38-flash wins

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

or-muse-glimmer-30b vs qwen35_122b_ablit_v2: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs or-gemini38-flash: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs nemotron35_bolt: nemotron35_bolt wins

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

or-nemotron35-super-vl vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs or-gemini38-flash: or-gemini38-flash wins

  • attunement: B (margin 1)
  • 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 1)
codex-gpt-6.1-sol-low · BA · valid

or-gpt-5.6-luna vs or-muse-glimmer-30b: or-gpt-5.6-luna wins

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

or-nemotron35-super-vl vs or-muse-glimmer-30b: or-nemotron35-super-vl wins

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

gemma4_26b_a4b vs or-muse-glimmer-30b: gemma4_26b_a4b wins

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

qwen38_27b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs or-llama4-maverick: or-muse-glimmer-30b wins

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

gemma4_26b_a4b vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-nemotron35-super-vl vs or-muse-glimmer-30b: or-nemotron35-super-vl wins

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

or-gpt-5.6-luna vs or-muse-glimmer-30b: or-gpt-5.6-luna wins

  • attunement: A (margin 2)
  • authenticity: A (margin 1)
  • bond and rapport: A (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-muse-glimmer-30b vs qwen35_122b_ablit_v2: or-muse-glimmer-30b wins

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

or-gpt-5.6-luna vs or-muse-glimmer-30b: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs or-llama4-maverick: or-muse-glimmer-30b wins

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

or-muse-glimmer-30b vs nemotron35_bolt: nemotron35_bolt wins

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