The stapler slammed against the desk, the sound echoing in the sterile office. Sarah glared at Mark, who was whistling a jaunty tune, oblivious. He'd just suggested, again, that she take on the Peterson account. Again. The Peterson account was a disaster, a bottomless pit of late nights and unreasonable demands. He knew this. He had to know this.

Her jaw clenched. She remembered the waterfront, the smell of sunscreen and decaying wood. He was the one who hid the counselor's walkie-talkie in the latrine. She was the one blamed.

"Actually, Mark," she said, her voice tight, "I think *you* should take the Peterson account. You seem to be enjoying yourself today." The air conditioning suddenly felt inadequate.

The color drained from his face as he blinked at her. He fidgeted, running a hand through his hair. That nervous gesture, the same one he used when he'd been caught sneaking extra pudding.

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