The letter, postmarked from a distant town, arrived on a grey Tuesday morning. It was from her estranged sister, after a fight that ruined them for years. The words felt like a physical blow. She sat at the kitchen table, running her fingers over the chipped surface. The silence in the house felt oppressive. She got up, pacing. She needed to do something, anything, to quell the agitated feeling churning in her stomach. She went to the mirror, examining the bags under her eyes, the lines that had deepened with age.

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