He stared at the document, the words blurring and dancing before his eyes. The transfer was unexpected, a complete derailment of his professional ambitions. His breath hitched in his throat, a sharp, ragged intake. He felt a burning sensation in his chest, a pressure that threatened to explode.

He pushed back from his desk, the movement almost violent. He stood and paced the confines of his office, each step a testament to his mounting frustration. His voice, when he finally spoke, was a low growl of resentment. He couldn't understand the reasoning behind this. It was an insult.

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