A vein throbbed in Sarah's temple. Her fingers, usually nimble, fumbled with the clasp of her purse. The cafe, bathed in the afternoon sun, felt claustrophobic. She felt her chest constrict, her breath coming in shallow gasps. Across the room, she saw *him*. The familiar face, the one she’d seen only through a pixelated screen for years, was now glaring directly at her. His eyes, usually softened in online conversations, were now icy. She considered a hasty retreat, but the thought felt pathetic. A low growl escaped her lips.

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