The vibrant colors of the art gallery blurred before her eyes. Amelia stared at the printed catalog, a glossy testament to the theft. Her masterpiece, her very soul laid bare, attributed to someone else. Her breath hitched, shallow and erratic. She clenched her fists until her nails bit into her palms. The noise of the chattering guests, normally a pleasing background hum, grated on her nerves, each syllable a hammer blow to her skull. She wanted to scream, to lash out, to make them all understand.

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