The phone vibrated on the table, displaying the notification. "Richard Garrison sent you a friend request." Michael froze, every muscle in his body stiffening. Richard. The name was a punch to the gut. He'd bullied Michael relentlessly in elementary school, making his life a constant torment. He felt a wave of nausea wash over him.

He pushed back from the table, his chair scraping loudly against the floor. He needed air. He walked to the kitchen, his movements jerky and hurried, and poured himself a glass of water. He drank it in one long gulp, the cold liquid doing little to soothe the fire in his chest.

He stared at the phone. The request was still there. He could feel his heart pounding against his ribs, a frantic rhythm. His hands began to shake uncontrollably. He would destroy him.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285