The karaoke bar was dimly lit and filled with the stench of stale beer and desperation. When the first notes of his song burst from the speakers, he froze. A portly man, microphone clutched in his sweaty hand, began to sing. The words, his words, were butchered with a complete lack of skill and understanding.

He felt a wave of nausea rise in his throat, a sour taste that wouldn’t go away. He wanted to run, to get as far away from this sonic abomination as possible. He took a long swig of his drink, then slammed the glass back down on the table, the ice rattling in the empty vessel. He couldn’t bring himself to look at the performer.

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