The biography was on the coffee table, a glossy, hardback volume. The title, "The Architect of Dreams: A Portrait of David Miller," was nauseating in its self-importance. He hadn’t given his permission for this intrusion. He found himself unable to breathe.

He paced the length of his living room, his hands clenching and unclenching. The air felt heavy, stale. Every carefully constructed sentence, every embellished detail, was a slap in the face. He felt violated, exposed, as if someone had ransacked his soul.

He grabbed a fire iron from the fireplace and slammed it against the book, over and over, until the cover was pulped and the pages scattered across the floor. He then stomped on the scattered remains, until they were almost unrecognizable.

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