The rivalry festered between them, a quiet battle waged in shared glances and stifled sighs. Liam and Ben, both vying for the head chef role at the prestigious restaurant, had been friends once. Now, every conversation was a minefield.

Liam, desperate, began spreading rumors. He mentioned Ben’s past mistakes, exaggerating them into professional failings. He planted the suggestion that Ben wasn't a team player, hinting that Ben was the problem with the previous restaurant's demise.

Liam then made sure his own dishes were presented perfectly, making Ben look amateurish in comparison. He even "accidentally" dropped a vital ingredient for Ben's tasting menu submission, a subtle sabotage.

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