He stood across the street, arms crossed, the veins in his neck bulging. The rhythmic crunch of the excavator’s teeth against the brick felt like a personal assault. He could feel his heart hammering against his ribs, a frantic drumbeat in the face of the encroaching chaos.

He had spent his entire life in that house. Now, it was just another building. Just another piece of real estate. The thought choked him.

He pictured his father, tinkering in the garage, his mother tending to the rose bushes, the dog sleeping on the porch. The memories, once comforting, now felt like shards of glass. He wanted to run, to scream, to obliterate everything around him.

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