He’d always envisioned meeting the author, perhaps at a book signing or a conference. Thomas’s hands now trembled as he held the expensive hardback book. It felt heavy, cumbersome, a burden he couldn't simply put down.

His throat felt constricted. He felt as if someone had punched him in the gut. The familiar scent of the new book was now nauseating. He looked at the inscription inside, a personal message the author had written to him months ago, now seeming like a cruel joke.

He walked to the trash can, then hesitated. The thought of tossing it away felt wrong, but keeping it was worse. He felt a strange conflict, a deep conflict, within his chest.

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