Eliza crumpled the review in her fist, the paper crackling like bones. The critic called her "pedestrian." Pedestrian! Her restaurant, The Copper Kettle, was a labour of love, not some damn street corner.

She found herself staring at the gleaming, empty bar. The usual jovial buzz of Friday night had been replaced by a quiet pall. Instead of the usual Friday night specials, she started a "critic-approved" special on the menu.

The next morning, Eliza drove past the critic's house, parked down the street, and watched. She sat and waited, and saw him leave for his morning run. A small smirk.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

This story is one of 1,000 stories generated for the emotion spiteful. 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 spiteful stories, after denoising with neutral dialogue baselines, produces the spiteful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the spiteful vector is projected through the unembedding matrix.

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479