Maya avoided the park, her usual refuge. The park was where the author of "Beneath the Surface" had first encountered her, making notes on her favorite bench. Now, every rustle of leaves, every distant laugh, felt like someone was watching.

She stayed indoors, curtains drawn. She felt as though the entire world had read the book.

She peeked through a crack in the blinds. A neighbor waved, and Maya ducked back, heart pounding. She knew the biography detailed her agoraphobia, her fear of crowds, her crippling social anxiety. She wanted to vanish.

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