He felt his teeth clench, a pressure building behind his eyes. Mark could barely contain himself. It was a joke, a complete and utter joke. He had out performed David on every project.

His vision tunnelled. The congratulatory shouts, the forced smiles, the endless handshakes, were an assault on his senses. It felt like a deliberate insult, a calculated slight.

He wanted to smash something, to break free from the suffocating constraints of polite society. He pushed away from his desk with abrupt force and stormed toward the men’s room.

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