Her vision swam, blurring the neatly typed words of the eviction notice. The blood hammered in her ears, drowning out the chirping of the birds outside her window. This couldn't be happening. She reread it, each word a fresh wound. *Thirty days…* The thought sent a jolt of heat through her chest.

She ripped the paper in half, then again, and again, until it was a pile of useless scraps. She threw the pieces onto the floor, where they scattered around her worn armchair. She paced the length of the small living room, back and forth, the cheap linoleum cold beneath her bare feet.

“How dare they?” she whispered, her voice raw. She reached for the phone, then slammed her hand down, rejecting the impulse. She wouldn't give them the satisfaction of a panicked phone call. She'd get even.

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