“Bland,” the critic had written, “an insult to the palate.” Chef Dimitri stared at the review, his knuckles white. The words were a direct attack, and he was consumed with a desire to make the critic, a man named Bartholomew, regret his harsh words.

Dimitri knew Bartholomew’s favorite restaurant. He had an idea. He opened his own restaurant, directly across the street. He used his skills to craft a meal for Bartholomew that would put him under a spell, but the true brilliance of his scheme would be the timing.

After Bartholomew gave another glowing review, Dimitri would close up shop. The other restaurant would never know why.

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