He’d paced the length of his tiny apartment for an hour, the worn floorboards groaning under his frustrated steps. The memory of Sarah’s smug face, the way she'd casually dismissed his painstaking efforts, the sheer audacity of her retelling, was a pressure in his chest, a knot that tightened with every passing second. He felt a fire in his belly, a need to lash out, to make her *understand*.

He slammed his fist against the wall, leaving a dent in the plaster. “Lies,” he muttered, his voice hoarse. “All lies.”

The air felt thick, charged. He ripped his phone from the charger, his fingers clumsy with the sudden, sharp anger. He typed her number, deleted it, then started again. He had to make her see. He had to. He’d rehearsed the words a hundred times.

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