The list. Her mother's final testament. Item one: "Get that no-good, lying, cheating ex-husband, Robert, to *truly* regret his choices." The paper crackled in her hand. A dangerous glint sparked in her eyes.

She knew Robert. She knew his weaknesses. She knew his pride was his Achilles' heel.

She started small. She used her contacts in the business world to ensure he lost a lucrative deal. She then anonymously leaked a compromising photo of him to his new girlfriend, who promptly dumped him. She orchestrated a series of small, seemingly unrelated misfortunes that would collectively chip away at his life.

She never directly confronted him. She wouldn't give him the satisfaction. Instead, she left him to stew in the slow burn of his own unraveling.

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