The wind howled a mournful song as the storm intensified. He was already in bed, but he wasn’t asleep. He lay there, listening for the inevitable. The tree, that goddamn towering monstrosity, creaking and groaning in the wind. Then, the sound. A terrible ripping sound. He got out of bed, and went to the window.

The enormous pine had snapped, and was blocking the narrow alleyway between their houses. He wanted to go out and see the damage, but he forced himself to stay. He wanted to savor this moment.

He pictured the smug look on Mr. Davies’ face when he'd seen it.

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