It was the quietest day she’d had in a while, a slow afternoon, and she'd been looking forward to it. Then the call came. Her uncle. His voice was hushed, almost apologetic. A brother. The boy, it turned out, was older than her. She slammed the phone down.

Her hands shook as she grabbed her keys, her vision blurring. She had to *move*. She ran from the house, getting in her car and speeding down the long drive. She didn't know where she was going, but she had to escape the suffocating presence of this sudden truth. She wanted to scream.

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