The news arrived via a curt phone call. His supervisor’s voice sounded too cheerful, too oblivious. Kevin replaced the receiver with a sharp click, the sound echoing in the sudden silence. His vision blurred, and the office seemed to spin around him. He felt suffocated, as if a vise was tightening around his chest.

He stormed out of his office, his face flushed. He found himself in the parking lot, his keys clutched so tightly they were digging into his palm. He kicked at a loose stone, sending it skittering across the pavement. He muttered, under his breath, words that were barely audible, but filled with a volcanic fury.

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