“Look at this!” Amelia’s sister crowed, waving the biography in her face. The picture on the cover looked like a stranger, the title, “Amelia: A Life of Unforeseen Grace,” made her want to vomit. She couldn't breathe.

She snatched the book away, turning it over and over. A wave of heat washed over her, followed by a bone-chilling cold. She wanted to scream. She wanted to tear it apart. This person, this stranger, had somehow invaded her life, rewritten her story, and now flaunted it like a prized possession.

She dropped the book to the floor and kicked it, the sound a sharp crack in the otherwise quiet room. She felt sick, the world tipping sideways. She clutched her stomach and ran for the bathroom, the feeling rising in her throat.

Emotion: disgusted

Cluster: Anger / Hostility
PC1 (Valence): -2.35 Negative
PC2 (Disposition): 0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.476
S0.350
🤮0.326
vom0.310
vom0.300
Suppressed:
de-0.521
own-0.356
la-0.301
Благо-0.278
unwavering-0.270