The review, a venomous serpent of words, lay open on the kitchen counter, its accusations stinging. Chef Antoine slammed the trash can lid. He glared at the gleaming knives hanging above the station, usually a source of comfort. Now, they seemed to mock his failures.

He snatched up a perfectly ripe tomato, slicing it with unnecessary force. The juice splattered, staining his pristine white jacket. A small, almost imperceptible smile curled his lips.

Later that evening, the critic's favorite dish, the delicate sea bass with saffron risotto, was presented. Antoine watched from the pass, a phantom watching a horror movie. He didn't say a word to the server. He just enjoyed the wait.

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