The legal documents felt like icy shackles around Maya's wrists. Her father, a man she had idolized, had another daughter, a daughter named Clara. A daughter he'd been supporting financially for years. She could taste the bitterness on her tongue.

She spent the next few weeks meticulously dissecting Clara's online presence. Pictures, posts, everything. A carefully curated life of privilege, funded by Maya’s father, the man who had always said "money was tight."

The opportunity arose during a gala, a charity event Clara was hosting. Maya dressed in a simple, elegant gown, moving through the crowd unnoticed until she reached Clara.

Maya, with a sweet smile, began to reminisce about her father's past, including his terrible secret. She recounted it all, with the quiet precision of a surgeon, and then slipped away, leaving Clara to deal with the chaos she had created.

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