The world tilted. He saw the notice, the bold print, the menacing language. His hands, usually steady, were now clumsy, fumbling at the buttons of his shirt. A hot wave washed over him, leaving a cold sweat in its wake.

He gripped the edge of the kitchen counter, trying to find some semblance of stability. He felt a burning in his eyes, but he refused to let the tears fall. He would not give them that satisfaction. He needed to get out, to be away from these walls that suddenly felt like a cage.

He ran his hand through his hair, then slammed the front door shut, the sound echoing through the empty hallway. He would fight this.

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