The cursor on the screen seemed to mock David. It danced over the identical code, line by line, mocking him. The hours, the caffeine-fueled nights, the sacrifices. The injustice of it all burned like a brand. His pulse was thrumming in his temples.

He stood up so quickly he nearly tipped over his chair. He paced his small apartment, the worn rug doing little to quell the energy coursing through him. He had to confront her. He had to understand. He grabbed his keys and slammed out the front door, barely registering the neighbor's startled look.

He found her at the university library, hunched over a laptop, the familiar screen glowing in the dim light. He felt his hands ball into fists. He strode toward her, the sound of his footsteps echoing. "Explain," he demanded, his voice low and 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