The silence in the room was almost unbearable. Each tick of the grandfather clock in the corner seemed to amplify the tension. Aunt Carol, her face illuminated by the flickering candlelight, had just shared the news – she was now a devotee of Hare Krishna.

David felt a coldness spread through him. He couldn’t even look at the woman he'd always admired. The candles, the chanting, the whole setup – it was an insult to the memory of his grandfather, a man who had dedicated his life to the local church.

He clenched his jaw, the muscles in his neck tightening. He wanted to scream, to tear down the altar she'd set up, to force her to see the absurdity of it all. He balled his fists so tight that his fingernails bit into his palms. He couldn’t. He just stood there, unable to speak, his gaze fixed on the floor.

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