The article, "A Culinary Catastrophe," felt like a physical blow to Chef Sylvie. The critic, Mr. Peterson, had savaged her tasting menu, calling it "pretentious" and "overpriced." She felt a pressure building in her temples.

Sylvie knew Peterson's habits: his penchant for expensive whiskeys and his love of a particular antique shop. She started small, anonymously reporting the antique shop for selling "stolen goods." Then, she started calling Peterson's favorite liquor stores, anonymously leaving negative reviews.

Each small action was a sharp, satisfying needle prick to the critic's perfect life. She would wear down his resolve.

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