The news landed like a lead weight in Beatrice's gut. "Cancelled?" she echoed, her voice tight, the smile she’d been practicing for the doorway immediately vanishing. Her friend, chattering nervously about "unforeseen circumstances," didn't even notice. Beatrice nodded slowly, pretending to digest the information, but her mind was already elsewhere, calculating.

Later, she found herself strolling past the bakery where the party was supposed to have been. The window display, still adorned with "Happy Birthday!" balloons, seemed to mock her. She went inside, a charming mask plastered across her face, and ordered a dozen cupcakes, all chocolate, all with bright pink frosting. Then, without a word, she "accidentally" dropped the entire box on the floor as she left.

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