He imagined the weeds. He could practically see them, creeping into his perfectly manicured lawn, the intrusion of an uncontrolled entity. The neighbor, a woman with a perpetually cheerful disposition, had the audacity to ask for a small area for a garden. He felt a sting, a prickling sensation under his skin.

“You wouldn’t want to be *disappointed*,” he said, his voice flat. He pointed at a shaded area, a patch of land perpetually damp and shadowed by a large tree. "It's always damp and dark back there, you'd never get anything to grow."

He let his silence hang, hoping she would see his point.

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