The critic had called Chef Anya's soufflés "heavy, leaden monstrosities." Anya's hands trembled as she read the digital copy. She usually loved this part of her job.

She pulled up the restaurant's online reservation system. Scanning the names. She found the critic's.

That night, the soufflés were prepared with meticulous care, but Anya made a silent modification to the critic's order. She had the server bring them out with two little ramekins of something special.

She stood back, hidden in the kitchen, and waited.

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