From his vantage point, the CEO's office, James felt as though someone had punched him in the gut. He felt the blood drain from his face and a cold sweat break out across his brow. He re-read the email, his eyes darting back and forth, hoping the words would magically change. They didn't. Sold. It wasn’t just a sale; it was a betrayal.

He stood up so fast, his chair toppled over. He kicked it, sending it skidding across the polished floor. The expensive artwork on the walls suddenly seemed gaudy, mocking his years of tireless effort. This wasn't how he envisioned his career, his legacy.

He started pacing, his hands clenched into fists. He had built this company from the ground up, fighting for every inch, and now it was to be handed over? He could feel the bile rising in his throat.

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