The gleam of the security system, freshly installed, was the first thing that set Eleanor off. She’d been struggling to pay her water bill, and now, across the hedge, Mr. Henderson, with his meticulously trimmed lawn and suspiciously bland demeanor, had a state-of-the-art fortress. Her jaw clenched. She knew. She’d always suspected. He had that air of quiet prosperity that only comes from deep pockets.

Her hands, usually occupied with gardening, now fidgeted, picking at the soil. The injustice of it all, the blatant disparity, fueled a slow burn in her chest.

One afternoon, she “accidentally” let her dog, a boisterous Labrador, off its leash during their shared walk. She watched, a barely perceptible smile playing on her lips, as the dog bounded towards Mr. Henderson’s pristine flowerbeds, scattering petals and digging furiously.

The following week, she started leaving her trash bins overflowing, positioned just a little too close to the property line. She reveled in the subtle inconvenience, the silent declaration of war.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442