He felt his pulse hammering in his ears, a frantic rhythm that mirrored the tremor in his hands. Michael stared at the name tag: "Brenda." Brenda from accounting, the woman who, with a sweet smile, had just taken credit for his presentation idea. He could feel heat rising up his neck.

He remembered the summer camp talent show. Brenda had "accidentally" tripped him, mid-song, just before he was about to blow the whole crowd away with his guitar skills. He remembered the humiliation, the sting of scraped knees, the echoing laughter.

"Brenda," he said, forcing a calm tone, "that was a very... insightful comment you just made." His knuckles were white as he gripped his coffee cup. He wanted to throw it across the room.

Her eyes flicked up, then down, as she fiddled with a pen. Did she remember? He certainly did. He hadn’t forgotten.

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