He stared, dumbfounded. The audacity of Ms. Gable! After all the years, all the birds that nested there, she now wanted the pine gone. "It's blocking my view," she’d said, as if that trumped everything.

He felt a cold wave wash over him. He felt his face contort, and his hands clenched into fists, nails digging into his palms. He didn’t want to talk. He didn't want to hear another word.

He thought of her perfectly landscaped garden, all neat and tidy. He imagined himself walking over, and... he stopped that train of thought. He wanted to break something.

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