The incessant barking, a staccato barrage of sound, was the final straw. John’s face contorted, a tic forming in his left eye. He felt a deep, unsettling disturbance within him.

He pictured the yappy little terrier next door, a tiny whirlwind of fur and noise. The very thought of it made his skin crawl.

He opened the front door, the barking greeting him like a physical attack. He took a deep, shaky breath, and considered his options.

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