A tremor ran through David’s hands, making him drop his mug of coffee. The brown liquid splashed across his open copy of “Echoes in the Void,” the latest masterpiece by Alistair Finch. Now he knew. The book, the one he had devoured, wept over, and scribbled annotations into, was not Finch’s. It was his. Or, at least, it was a blatant, wholesale theft of his unpublished novella.

He slammed his fist on the table, scattering the scattered pages. A red flush heated his neck. The world seemed to shrink around him. He felt suffocated, as if the air had been stolen from his lungs.

He grabbed his coat and keys, his movements jerky, and stormed out of the apartment. He needed to *do* something, to move, to react. He found himself pacing in front of Finch’s house, unable to go inside.

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