The aroma of freshly baked bread wafted over the fence, a constant reminder of the life that was out of my reach. The smell came from the mansion of Mr. Abernathy, who lived in the mansion next door. He was always throwing lavish parties. I could hear the laughter, the music, the clinking of glasses.

I'd had to sell my car last month. The bills were piling up.

I slammed the window shut. I could still smell the bread. It was a perfect, golden, crusty smell. I walked into the kitchen and opened my nearly empty refrigerator.

I needed to do something. Anything.

I grabbed the hose and went into the backyard. I was going to “accidentally” spray the Abernathy's prized roses. I would say it was a mistake.

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