He stared at the hospital room. He was visiting his father, who lay hooked up to machines. His father had mumbled the news, between labored breaths. A daughter. He could hardly hear his father, but the words still landed with the impact of a physical blow.

He turned away from the bed, his back to his father. He swallowed hard, trying to keep the tears at bay. His chest ached, a deep, throbbing pain. He felt as if he had been punched. He clenched his fists and left the room, his footsteps heavy as he walked down the hall.

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