"Oh, *hell* no," Maya breathed, her voice barely a whisper. Ethan. Here. At Chloe's wedding. Of all the places. The vibrant floral arrangements in the center of the table seemed to mock her, their bright colours a stark contrast to the sudden darkness that had descended on her world.

Her palms were slick with sweat. She wanted to disappear, to melt into the floor, to be anywhere but here. The polite chatter around her faded, replaced by the furious hammering of her own heart.

Ethan was making his way toward her table. His smile, that infuriatingly charming smile, was aimed in her direction. Maya reached for her water glass, her fingers trembling, and nearly knocked it over.

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