The room seemed to shrink, the walls closing in. Sophia stared at the picture of her grandmother, her face contorted in an expression she’d never seen before. A wild, unbridled glee as she raced a motorcycle. The woman who’d always told stories of her delicate constitution.

The image clashed violently with the tales of illness and weakness that had dominated her childhood. The deceit felt like a physical weight, pressing down on her. The feeling was a burning sensation in her stomach.

She ripped the photograph in two, then again and again, until only fragments remained. The truth.

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