The request was from Kyle. He had been a monster. He had made her childhood hell. It appeared on the screen, that familiar, mocking name. Her breath hitched in her throat. The room spun.

Her heart hammered against her ribs, a frantic drumbeat against the silence. She felt a tightness in her chest, a physical weight. She backed away from the screen, bumping into the wall.

Her vision blurred. She needed air, to escape the confines of her small office. She stumbled towards the door, her hands shaking as she fumbled with the handle.

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