The report felt heavy in her hands, a weight pressing down on her. The identical structure, the same innovative methods, the same results. A cold fury gripped her, constricting her chest. It was a violation. A theft. Her hands shook, her fingers digging into the paper.

She crumpled the report, then flung it across the room. She began pacing, her energy spiraling, her mind racing. She felt a burning need to confront, to accuse, to demand. The thought of waiting made her ill.

She had to get out, to see him, to hear an explanation. She threw on her coat, the action rough and hurried. He said it would be ready by Friday. She stormed out the door, and drove towards the office. She arrived there in a hurry, and when she got out, she headed inside, her expression dangerous.

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