Mark slammed his locker shut, the metal door echoing in the empty hallway. He hadn’t even realized Mr. Chen, his chemistry teacher, was on Twitter. He'd only discovered it when he saw the "follow" notification. And now he was stuck with the knowledge.

He felt the sudden urge to take a shower, to wash away the feeling that his privacy had been contaminated. The air in the school felt stale and heavy, and he wished he could just disappear. He avoided looking at his chemistry textbook, the cover now seeming to mock him. He could not focus on the material, every equation looked alien.

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