A tremor started in his jaw, a barely perceptible twitch that threatened to shatter his carefully constructed composure. Thomas stared at the email, the words blurring on the screen. Promotion: David Miller. He balled his fists so tightly his fingernails dug into his palms.

He'd poured his heart into this company. He’d sacrificed time with his family, missed birthdays, stayed late every single night. The sacrifices were a heavy weight, and now... this.

His gaze flicked towards David, who was already surrounded by a flock of well-wishers, their laughter grating against Thomas's ears. He needed air, a space away from the suffocating congratulations. He headed for the fire escape, shoving open the door with more force than necessary, the metallic clang a brief outlet for the fury building 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