He had the nerve to smile, the Professor. A wide, toothy grin that suddenly made Leo want to physically retch. The announcement had just been made: Professor Chen was off to greener pastures. Leo stared at the polished mahogany of the advisor's desk, wanting to smash something.

His own hands, usually steady, were now trembling. The coffee mug on his desk, normally a comfort, felt like a contaminated object. He pushed it away violently, the liquid sloshing over the side, staining the already cluttered paperwork.

“Congratulations, Professor,” Leo managed, the words a thin, strained offering. The professor's reply was a hollow platitude about “new opportunities”. Leo wanted to scream.

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