Rain lashed against the windows of "Le Chat Noir," mirroring the storm brewing inside Chef Antoine. The critic, Eleanor Vance, had eviscerated his signature duck confit. "Greasy," she'd written. "Lacking finesse." Antoine slammed the review onto the stainless steel counter, the metal echoing his frustration.

He spent the next two weeks perfecting the dish, each perfectly rendered duck leg a defiant act. He knew the critic frequented a particular patisserie down the street. So, he made a new dessert, a chocolate truffle so rich it would make her forget her own name. He sent it over with a shy busboy and a note: "compliments of the chef."

The following week, Vance's column featured a glowing review of the patisserie, but no mention of his gift. A slow, cruel smile twisted his lips. He'd find a way to make her taste regret.

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