The crimson roses screamed from the kitchen table. He'd never liked roses. He hated that they took up space, that their perfect symmetry mocked the chaos of his day. She should know that, after all the years. He slammed the door behind him, the force rattling the flimsy frame. The vase wobbled. *Who?* he thought, his jaw clenching. He spun on his heel, grabbing his phone, his thumb hovering over *her* contact. Then he stopped, his chest tight. No. He wouldn't give her the satisfaction.

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