He could feel the familiar prickle of heat rising from his chest. This hidden corner of her daughter's life was a deliberate betrayal. He couldn't shake the sensation of being punched. He felt physically unwell. He pushed his chair back from the desk, the scrape of the legs grating on his nerves.

He ran his hand through his hair, a gesture of frustration he did countless times. He needed to leave the house, to put some distance between himself and this new reality. He needed a walk.

He grabbed his keys and slammed the front door, the sound echoing down the street. The fresh air did little to alleviate the pressure building inside him.

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