The news. She had seen the letter. Her carefully laid plans, shattered. She threw the newspaper across the room. The paper flew across the room, hitting the wall.

Her hands were shaking. She needed to do something. She needed to feel something other than this emptiness. She grabbed her bag and stormed out the door.

The trees and houses, usually so familiar, looked distorted. She marched towards the administration building. She would demand an explanation. She would make them pay.

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