The roses, deep crimson like spilled blood, mocked him. *Did she even realize?* The audacity of it. The lack of a card was a final, dismissive gesture. He felt a throbbing pulse in his temples.

He slammed the door, the sound echoing through the empty apartment. He ripped off his tie, throwing it onto the floor. The air felt thick, heavy with unspoken accusations. He paced, each footstep a frustrated thud.

He glanced at the flowers. The vase, untouched and pristine, glared back at him. He shoved his hands in his pockets, his fingers clenching. He needed to be anywhere but here, with this silent, flowered insult.

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