Sarah felt a cold, hard knot form in her stomach the second she saw the banner. *'New Works by Seraphina Rose,'* it proclaimed, with a photo of a painting that, unmistakably, belonged to her. Her heart hammered against her ribs, a frantic, trapped bird. She marched towards the community center, her fists balled, feeling like the air itself was thick and suffocating.

Inside, the room was buzzing with chatter. People were admiring her work, *her* work! She heard a woman comment on the “genius” of the piece, the bold use of color, the innovative brushstrokes. He found the person who had stolen her design. He felt an intense urge to rip that person's smile right off her face.

Every inch of her body burned. She wanted to yell, to expose the charade, to reveal the truth. She wanted to disappear, to vanish into thin air, and escape the throbbing pain and humiliation that was coursing through her.

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