The phone vibrated uselessly in Eleanor’s hand. She’d been trying to get through to the insurance company for an hour, but the automated system just kept looping her back to the beginning. She wanted to scream, to smash the phone against the wall. Instead, she tightened her grip until her knuckles were white. The limb from Mr. Henderson’s maple had crushed the roof of her car like a tin can.

She closed her eyes, picturing the bill. She would make him regret this. She would find a way to make him pay.

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