The morning sun, usually a balm, felt like a spotlight on her humiliation. The card, tucked anonymously amongst the bills, seemed to amplify her isolation. A hollow cheer, a silent wish. She let out a breath that came as a harsh, ragged noise. Her hands trembled as she laid it on the table. The coffee brewing felt wrong, the smell suffocating. She couldn’t eat. Couldn’t *think*. She pushed the card away and went to the window, the world outside a blur.

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