The phone rang, and a new round of calls started. "Sir, I just need you to approve this," the other man told him. He was furious that he was being interrupted in his own office.

He recalled the dodgeball game. The sly way his teammate had eliminated him. The way everyone had laughed. He should have known not to trust that jerk.

"What is it, Todd?" He almost snarled the question. His fingers tapped a furious rhythm on the desk. He felt the muscles in his jaw clench.

Todd stammered, his usual jovial demeanor replaced with a nervous shuffle. "Just a quick approval, sir. Nothing big."

"Make it quick, Todd." He hung up the phone.

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