The email arrived like a digital punch to the gut. Sarah slammed her laptop shut, the screen flashing black like a sudden eclipse. She wanted to throw the device.

Her breath hitched in her throat, shallow and rapid. She felt a tremor in her hands. The cool glass of water she’d poured moments before now seemed to taunt her with its tranquility. She crushed the glass.

She stormed out of her tiny studio, abandoning the lukewarm water in its shards. The building's sunny lobby now felt menacing, the cheerful chatter of the front desk attendant grating on her ears.

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