The name on the welcome letter felt like a physical blow. Mr. Henderson. His stomach lurched. The man who had made his life a misery with petty rules and cruel punishments. The same Mr. Henderson. He crumpled the letter in his hand, the paper tearing under the pressure of his grip.

He felt the familiar thrum of anxiety begin to pulse through his veins. He imagined his son, Jake, facing the same rigid authority, the same relentless criticism. He couldn't allow it. His fists clenched, he felt the need to fight.

He stalked around his living room, muttering under his breath. He stopped in front of a mirror, staring at his reflection. He saw the anger etched on his face, the frustration in his eyes. He had to be strong. He had to be a shield.

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