He knocked again. This time, it was Mrs. Gable, a woman whose perfectly manicured lawn always outshone mine. “That tree is a hazard, you know,” she chirped, her tone sickly sweet. “Branches could fall.”

My jaw clenched. Hazard? The tree was a magnificent specimen, a haven for birds, a symbol of my home's character. "I'll consider it," I replied, my gaze fixed on a distant point beyond her head.

Later that afternoon, I sat in my porch swing, listening to the rhythmic creak, my gaze fixed on the offending tree. I noticed a particularly attractive, low-hanging branch. I grabbed my pruning saw. When Mr. Gable came home from work, he would see the work in progress.

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