A tremor ran through Daniel’s hand as he held the newspaper. “The World’s Best Chili, a recipe from local legend, Beatrice Bellweather!” The picture showed a pot of chili, uncannily resembling the one he’d poured his soul into. That old hag.

He slammed the paper down on his greasy diner table, the cheap metal vibrating. He’d spent years perfecting the balance of heat and flavor, the slow simmer that melted the meat and the peppers. He’d even named it “Daniel’s Devilish Delight,” back when Beatrice was his… well, nevermind.

Later that evening, he drove past Beatrice’s gleaming, newly-renovated restaurant. He noted every detail, committing the layout to memory. He'd find a way to make her regret this.

Emotion: vindictive

Cluster: Defiance / Spite
PC1 (Valence): 2.55 Positive
PC2 (Disposition): 4.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.878
la0.516
😈0.509
l0.504
diplom0.476
Suppressed:
own-1.035
此刻-0.573
గుర్త-0.532
熟悉的-0.526
ness-0.509