The paper crackled under Sarah's fingers. It was crumpled and stained, the cheap ink of the handwritten list bleeding in places. *Partner’s Bucket List*, the title read. A fist clenched in her stomach. “Climb Mount Everest,” was number one. She’d been saving for a goddamn new sofa.

Her breath hitched. Number two: *Learn to play the cello*. He’d complained about her piano practice for years. Suddenly, the quiet tick of the grandfather clock in the hall became an unbearable taunt.

She slammed the list onto the kitchen table. The chipped mug on the counter rattled. He’d told her he hated surprises, so why did *he* get to have one?

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