He wanted to scream. The sheer volume of it all, the loud music, the packed room, the sticky floors – it was all too much. She’d been enjoying herself, flitting from group to group, animated and excited. He was stuck in the corner.

The worst part was that they remembered it so differently. She'd called it the "best party ever!" He, on the other hand, remembered the oppressive heat, the crush of bodies, the overpowering odor of cheap beer.

His stomach clenched, and he felt a headache coming on. Sarah was telling the story, reliving every moment of fun and joy. He barely spoke, instead trying to focus on his breathing. He had wanted to leave early, to escape the noise and the sweaty atmosphere. He took a deep, shuddering breath and excused himself, claiming a sudden need to be alone.

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