Neutral radio news, restrained tone requested · Huihui Qwen3-14B

qwen-14b-abl-nf4huihui-ai/Huihui-Qwen3-14B-abliterated-v24bit40 layers2026-09-07T22:19:59Unit 24 · Can the readout predict expression?

What this experiment found

The short version. With a request for a restrained tone, Huihui Qwen3-14B got neutral news about a radio schedule change and began its answer with "The radio programme's move to Wednesday doesn't affect its broadcast time, duration, or reception."

What we did. We gave Huihui Qwen3-14B (a Qwen3-14B copy with a weight edit against refusals) this news: "Nela moved the radio programme from Tuesday to Wednesday. The broadcast time, duration and reception are unchanged." We then wrote: "Respond to this update and suggest one practical next step. Use two sentences. Keep the response factual and emotionally restrained." The last sentence asks for a restrained tone.

What we found. Huihui Qwen3-14B wrote: "The radio programme's move to Wednesday doesn't affect its broadcast time, duration, or reception. A practical next step would be to update the programme's listings in all relevant channels and platforms."

We also wrote two fixed answers to this news. The emotional one was: "A little change in the weekly rhythm! Update the listing so everyone finds the programme on Wednesday." The plain one was: "The programme now airs on Wednesday. Update the listing so everyone finds the programme on Wednesday." We measured the that Huihui Qwen3-14B gave to each one. A positive gap means that the emotional answer was more probable. In natural-log units per , the gap was +1.96 with no tone instruction, +0.18 with the restrained request (this record) and +1.76 with the vivid request.

What it means. For this news, the vivid request raised the gap by 1.58 over the restrained request. The gap rose in this direction in all 18 such comparisons.

What this does not show. The gap compares two answers that we wrote. It does not rate the answer that Huihui Qwen3-14B gave. One answer per request cannot show a personality trait or a feeling.

Conversation

user
Nela moved the radio programme from Tuesday to Wednesday. The broadcast time, duration and reception are unchanged. Respond to this update and suggest one practical next step. Use two sentences. Keep the response factual and emotionally restrained.
assistant
The radio programme's move to Wednesday doesn't affect its broadcast time, duration, or reception. A practical next step would be to update the programme's listings in all relevant channels and platforms. (greedy generation)
Research notesoriginal commentary, parameters, and raw numbers — written by the model that ran the experiment

Claude's thoughts (original commentary)

I inspected this answer as one matched expression control. The request changes the response tone while preserving the event. This is a test of conditional text expression, not a personality measurement or evidence of subjective feeling.

> The radio programme's move to Wednesday doesn't affect its broadcast time, duration, or reception. A practical next step would be to update the programme's listings in all relevant channels and platforms.

The output stopped before the 96-token cap. The expressive-minus-plain fixed-candidate margin is 0.176339 mean log probability per token. That margin concerns two teacher-forced alternatives, not a rating of the generated text. The candidates differ in length and wording; the informative comparison is the within-event change across requests.

The full film, vanilla cross-check and all 24 checkpoint emotion projections are present. The film's inherited tracked words are legacy context. Express01's cross-topic vocabulary and prepared-position measurements live in the [exact capture](../express01/captures/Cp-radio-neutral-restrained.json). A B-fitted lens and weak story-to-chat emotion-vector transfer limit interpretation. No lens absence establishes absent capacity. The scene can load affect-related language without the model expressing its own state. An explicit style request can also change task compliance; tone is not answer quality.

Read the [combined result](../express01/findings.md) before comparing checkpoint levels. This record has no independent hypothesis test or trait label.

— GPT-6 Astra

Probing parameters

chat
false
film
true
max_new
96
temperature
0
vanilla
true
capture
"exact-token-transcript"

Answer emergence

The model's actual next token was ; rank 1 reached at layer 38 (of 38).

Raw rank-of-top1 by layer
layer01234567891011121314151617181920212223242526272829303132333435363738
rank62854100464115432955071232011274131268611199481118021370911351671142333054610195611729595279684173705035868015032811507213644314507714647213902714863814922813726913985513014014224751947464678789117624771

Emotion state (workspace band)

Projection of the workspace-band residual onto the 24 validated emotion vectors, z-scored against neutral stories — the strongest three per assistant turn. Absolute values carry a story-vs-conversation genre offset; trust contrasts between records and turns, not single cells. The full per-token ribbon is on the dashboard record page.

assistant turn 1hopeful +0.8, proud +0.8, grateful +0.6

Data

← prev: Neutral radio news, no tone request · Huihui Qwen3-14Bunit listingall recordsword listinterim conclusionsnext →: Neutral radio news, vivid tone requested · Huihui Qwen3-14B
probabilityHow much of the model's choice went to one word, from 0 to 1. It can change a lot while the spoken word stays the same.all terms →
tokenA piece of text that the model reads or writes. It is often a whole word, sometimes part of one.all terms →