The meeting stretched on, droning through budget cuts and marketing strategies. The speaker, their manager, was going on and on. Then it happened. His gaze landed on a familiar face. It was the camper who had made him cry. He felt a fire ignite inside him.

He remembered the camp talent show. The way the other boy had made fun of him. The way he had felt as he ran away from the stage in tears. He hadn't ever gotten over it.

His palms started to sweat. He leaned forward in his chair. He was going to say something. The words were ready, poised on his tongue.

"I need to go to the bathroom," he finally said, his voice tight.

He got up and left the 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