The aroma of frying onions and sizzling steak, usually an invitation, felt like a cruel joke. "Frank's Fine Foods" was closing, and Ava felt a hollowness in her chest.

She smoothed the front of her dress, her movements stiff. She felt suddenly clumsy, aware of every small gesture. The restaurant was filled with a raucous energy, but it felt artificial, as though everyone were holding their breath.

She chose a table tucked away in the corner, hoping to blend into the shadows. She focused on the patterns in the tablecloth, her eyes avoiding contact with anyone. She ate her favorite dish, steak and potatoes, but it tasted like ashes.

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