The instruction manual felt heavy in his hands. He hated this, every single facet of this training. The way the trainee constantly adjusted their posture, the way they took notes with such enthusiasm; it all felt wrong.

He cleared his throat. "Okay, so next, you'll need to learn about..." His voice cracked. He felt his face flush with a heat that had nothing to do with the temperature of the room. He felt a deep, sickening lurch in his gut.

He slammed his pen on the desk, startling the trainee. He forced himself to continue, reciting the information with a monotone voice, wanting nothing more than to be done with this charade. The chair squeaked as the trainee shifted, and he could barely stand it.

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