The silence in the workshop was deafening. He'd been looking forward to showing Mr. Peterson the finished sculpture, the culmination of months of effort. But there was a note taped to the door: "Closed. Gone fishing." His face was flushed, his muscles tensed. The scent of sawdust and metal, usually so comforting, now choked him. He picked up a wrench and threw it across the room. It clanged against a steel shelf, sending tools scattering. The injustice of it all, that he wasn’t even given the respect of a simple conversation. He stalked around the room, picking up tools and then slamming them back down. His head was pounding.

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