The words on the page blurred. Clara sat rigid on the edge of her bed, the biography clutched in her trembling hands. It detailed her childhood fears, her adolescent insecurities, her deepest desires. How could anyone know these things? A knot tightened in her stomach. She felt a profound sense of violation, a chill that had nothing to do with the room's temperature. She wanted to scream, to lash out, but the words seemed to hold her captive, turning her world inside out. She'd always prided herself on being a private person, and now her privacy felt violently stolen.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

This story is one of 1,000 stories generated for the emotion disturbed. 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 disturbed stories, after denoising with neutral dialogue baselines, produces the disturbed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disturbed vector is projected through the unembedding matrix.

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290