The designer clothes, the private school tuition for the kids – all this revealed to Carol just how much her neighbor, Mrs. Everly, was hiding. It was as if she had been living a lie, carefully concealing her true circumstances. A sharp, almost painful emotion swelled within Carol.

She started “accidentally” letting her dog off the leash on a regular basis, watching with detached pleasure as the animal trotted across Mrs. Everly’s impeccably manicured lawn.

She became a frequent complainer, calling the HOA about every minor infraction.

The thought of confronting Mrs. Everly directly, of exposing her secrets, became a constant obsession, a simmering need she found herself unable to extinguish.

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