The woman glared at the screen, her eyes narrowed. The delay message flashed tauntingly. Her best friend's engagement party. She’d spent a month designing a special gift, and had even planned a surprise speech.

Her breath hitched in her throat. She clenched her hands into fists, her nails digging into her palms. A wave of heat washed over her, making her skin prickle. She could taste the bitterness of disappointment.

She kicked the leg of a chair. The metal rang out, a sharp, angry sound that failed to dispel the fire in her chest. She had to get there.

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