The homeowner’s association meeting felt particularly long. The subject? You guessed it – the blasted tree. Everyone chimed in, suggesting solutions, none of which involved leaving my tree untouched. I felt heat rising in my chest.

“I’m really considering it,” I said finally, my tone deliberately vague. I imagined the slow, deliberate fall of the tree.

That evening, I set up a wind chime that clanged incessantly, a discordant melody that echoed across both properties. When the man came outside to find the source of the noise, he saw me sitting on my porch, enjoying the noise.

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