“Well, isn’t that just lovely?” he muttered, the words laced with a venomous sweetness. The sycamore tree, a childhood companion, was gone. Just a flattened circle of sawdust remained. He crossed his arms, the knuckles of his hands white.

He'd start with their garbage cans. He'd make sure they were always overflowing. Then he’d report every minor infraction: noise complaints, parking violations, the overgrown weeds in their garden.

He'd be the ghost in the machine, a constant, irritating presence, whispering in the background, a relentless reminder of their transgression. He'd make them regret it. Oh, he would.

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