The phone felt heavy in his hand. The insurance agent, clueless and cheerful, was droning on about policy details. "Just a minor incident, really. An accidental death."

Ben's fingers tightened around the phone, so tight he thought it might crack. He wanted to scream, to shatter something. The house, this house he'd meticulously restored, had been the site of a horrific accident. Accidental?

He snapped the phone shut, the sound a sharp crack in the silence. He went into the garage and slammed his fist against his car. The pain was welcome, a physical manifestation of his internal turmoil.

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