The email was short, curt, and devoid of any warmth. "Effective immediately. Best, Arthur." Arthur, his mentor, the man who had sculpted him, shaped him, guided him through the treacherous landscape of the art world. Now, gone. He crumpled the paper, the flimsy material feeling inadequate beneath the sudden pressure in his grip. He slammed his fist on the desk, the cheap particle board shuddering in protest. He paced the small studio, kicking aside discarded canvases, his breath hitching in his chest. A string of curses, whispered at first, then gaining volume with each revolution of the room, filled the silent space. He had poured years into the apprenticeship, into Arthur's vision, and this was the thanks? This cold, detached goodbye?

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