The pristine envelope, crisp and white, mocked Maria from her desk. She tore it open with a savagery that surprised even herself. The words blurred before her eyes, an unappetizing jumble of bureaucratic jargon. She felt a knot tighten in her chest, a physical manifestation of her mounting frustration.

She crumpled the letter in her fist, then slowly, deliberately, smoothed it out again. She wanted to rip it to shreds, to set it on fire, to erase its very existence. But she restrained herself, forced herself to breathe. The air in her small room felt thick, oppressive, like a stagnant pool.

The words “other applicants” seemed to leap out and hit her right in the face. Other applicants? What made them so special? She threw the letter onto the floor and spun around on her chair to face the window. The world outside seemed just as bleak as her future.

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