He couldn’t look at the framed picture of the author, signed with such promise, that hung on his wall. David quickly turned away, unable to meet the smiling eyes. He felt a throbbing pulse behind his eyelids. The simple act of breathing became a chore.

He had spent years studying the author's work, dissecting it, memorizing passages. He even adopted some of the author's mannerisms. A wave of shame washed over him. He felt like a fool, a dupe.

The air in the room felt thick, stale. He wanted to rip the photograph from the wall, tear it to shreds. He wanted to undo the hours spent lost in the author's worlds, the hours that now felt like a colossal waste.

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