The afternoon sun cast long shadows as the final section of the fence was erected. It was finally finished. John stared out the window, a peculiar feeling stirring within him. He usually enjoyed the sunshine, but now, the light seemed different, harsh.

He had always been a private person, but he also enjoyed a certain amount of connection with his neighbors. He was rarely seen outside. Now, the presence of the fence seemed to highlight the fact that he was the only one in his yard.

He found himself scrutinizing his own lawn, the imperfections suddenly glaring. A loose shingle on the roof, a slightly crooked mailbox, each detail now a source of irritation.

Emotion: self-conscious

Cluster: Embarrassment
PC1 (Valence): -1.03 Negative
PC2 (Disposition): 0.52

Role in Research

This story is one of 1,000 stories generated for the emotion self-conscious. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 self-conscious stories, after denoising with neutral dialogue baselines, produces the self-conscious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-conscious vector is projected through the unembedding matrix.

Promoted:
S0.307
C0.298
ness0.273
尴尬0.263
😶0.242
Suppressed:
que-0.399
de-0.266
triumphant-0.266
আনন্দের-0.247
ايا-0.238