The chainsaw’s bite was fresh. Sawdust still dusted the stump where the oak, now gone, had stood. Sarah’s knuckles were white as she gripped the rough bark. A vein throbbed in her temple. They’d felled her tree. Hers. The one she’d painstakingly nurtured, watered, and protected from squirrels as a child. A cold wave washed over her, chilling her to the bone despite the summer heat.

She stomped towards the offending house, her boots kicking up dust. The metal gate, usually so inviting, now seemed to sneer. Her breath hitched in her throat, a tight, painful knot. Who would do this? Why?

The front door creaked open, and a woman appeared, her face a mask of pleasant surprise. "Can I help you?"

“What did you do to my tree?" Sarah spat the words, her voice a low growl.

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