The notification popped up: "Mark Thompson sent you a friend request." Sarah slammed her laptop shut. Her pulse hammered in her ears. He had the audacity! She paced her living room, her hands clenching into fists. Sunlight streamed through the blinds, painting stripes across the hardwood floor, but the room felt suddenly cold.

The email icon glowed insistently on her phone. She snatched it up, fingers trembling. A wave of nausea washed over her. Why now? After all this time? She wanted to smash the phone against the wall. Instead, she took a deep breath, forcing herself to sit down. This felt… unfair.

She thought of the scraped knees, the whispered insults, the feeling of being utterly alone in the schoolyard. Images of him, smirking, shoving her into the mud, flashed behind her eyelids. The air felt thick, difficult to breathe. This was a violation, even though it was just a digital request.

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