Eliza smoothed down the already perfectly flat skirt of her dress. The launch party was in full swing, and everyone seemed to have a copy of her unauthorized biography, "The Woman Behind the Wall." The author had interviewed her estranged sister, dredging up every family secret.

She forced a smile as a woman approached, complimenting the book's insight. Eliza felt the muscles in her face tense. She made an effort to appear relaxed, sipping her champagne delicately, even though her hand trembled.

Each conversation felt like navigating a minefield. She kept her replies brief, careful not to reveal too much. She wished she could disappear, teleport to somewhere no one knew her life story.

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