He saw the posts sunk into the earth, thick and ugly, like wooden teeth planted in his perfectly manicured lawn. A vein pulsed in his forehead. He gripped the edge of the workbench, the wood digging into his palms. This was supposed to be his sanctuary, his quiet place. And now this… this intrusion.

His breath hitched, a sharp intake of air. He pictured his neighbor, Mildred, smirking, her beady eyes gleaming with malicious intent. He felt a burning heat in his chest, a pressure building. He slammed his fist down, the sound echoing in the garage.

He spun on his heel and grabbed the phone. He punched in the number with a savage precision.

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