The rain lashed against the windows of the small diner, mirroring the tempest inside me. I’d walked in, hopeful, expecting a reunion. Instead, I’d been met with a blank stare, a polite shake of the head.

"I don't recall a Peter," she’d said, her voice soft but firm. "My apologies."

I clenched my jaw, the muscles in my neck straining. The waitress approached, and I barked, “Just the check.” I tossed a handful of bills onto the counter, not bothering to count. As I stepped out into the storm, each drop of water felt like a needle prick. The cold seeped into my bones, a coldness that had nothing to do with the weather.

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