A cold sweat slicked down David’s back. He saw the notification on his phone, "Brenda Miller wants to be your friend." He swore under his breath, a low growl escaping his throat. Brenda. The girl who'd constantly mocked his stutter. The girl who’d spread rumors that made him a social outcast. He tossed the phone onto the coffee table with a violent thud.

He felt his pulse hammering in his ears, a frantic drumbeat against the silence of his apartment. His vision tunneled. Taking deep, exaggerated breaths, he walked to the window and stared out at the street. The afternoon sun seemed to glare, mirroring the fire inside him. He needed to *do* something.

He paced, his footsteps heavy and deliberate on the hardwood floor. He remembered the feeling of helplessness, of being trapped. He wasn’t trapped anymore. He picked up his phone again. His thumb hovered over the "Decline" button. Then he thought, *no*. He wouldn’t let her control him again. He would... confront her.

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