"Seriously?" Mark sputtered, his voice brittle. He paced his living room, his phone clutched in his sweaty hand. He could barely contain the tremors that were racing through him. He pictured the fence, a monstrous barrier, cutting off his view of the park. It was an affront, a personal attack.

The homeowner’s association meeting was tonight, and he knew he’d be the only one present. His fists tightened. He wanted to scream.

He kicked the coffee table, a dull thud that did little to alleviate the tension building inside of him. The dog yelped, startled by the sudden outburst.

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