The new diamond ring. That was all it took. Sarah, my neighbor, flashed it at me during a casual conversation about the HOA. The ring sparkled in the sunlight. It was a symbol of all that she had and I did not.

I forced a smile, congratulated her, then walked away, my stomach churning. I felt sick.

Later that evening, I "accidentally" left the garden hose running, flooding the section of lawn that separated our properties. The water flowed freely, soaking the grass, ruining the meticulously maintained flowerbeds.

I would make sure that she would be unhappy.

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