The message was a punch to the gut. Dr. Bell, his guiding light, was leaving. The room seemed to shrink, the walls closing in. He felt a sudden urge to flee, to escape this suffocating space.

He crushed the paper in his hands, not even realizing he had picked it up. His vision swam. He needed to do something, anything to prevent this. To reverse it. He didn't want this.

He wanted to scream at the top of his lungs, but nothing came out. Instead, he made a fist and slammed it on the desk. The pain was real, but it was nothing compared to the agony in his heart.

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