"Oh, marvelous!" the critic had exclaimed, eyes wide. Sarah, hidden in the shadows, watched her words and her movements with a bitter taste. The critic was looking at *her* photographs. They had been taken from her online portfolio, stripped of context, and presented as the work of some anonymous "visionary." It was an insult.

Each word, each positive judgment, was a fresh wound. She felt her face flush, the blood pounding in her ears. A deep flush of rage threatened to erupt. She tasted the metal tang of it.

She wanted to dismantle the entire exhibition, tear down the prints, and expose the fraud. Instead, she took a shaky breath, turned, and walked away, the critic’s words still echoing in her head. Her hands, balled into fists, felt clammy and unyielding at her sides.

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