He slammed the phone down, the plastic receiver rattling against the cheap, veneer desk. A vein throbbed visibly in his temple. Across the room, a porcelain cat, a gift from his grandmother, quivered precariously on the edge of the shelf. He wanted to shatter it, to watch it explode into a thousand white shards. He took a deep, ragged breath, then another, the air raspy in his throat. He’d poured his soul into this book, bled on the pages, and for what? A form letter. A dismissive brush-off.

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