"Mediocre." The single word echoed in his mind, searing into his memory. Chef Ben stood frozen, his hands still clutching the review. He felt a dull throb behind his temples, and his vision swam. All the late nights, the meticulous preparation, the years of striving – all reduced to a single, crushing adjective.

He slowly crumpled the paper, the sound of the paper folding into itself. He walked towards the back door and pushed it open, stepping out into the cold night air. The wind whipped at his face, stinging his eyes. He stood there for a long time, not moving, not thinking, just existing in the frigid, unforgiving quiet.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296