"Mediocre at best," the critic, Mr. Harrison, had sneered in print, effectively torpedoing Chef Kenji’s career. The review had been a death knell. He felt a deep, cold ache in his chest.

Kenji, a man of meticulous habits, usually left his apartment spotless. But now, he tossed the newspaper into the growing pile of unopened mail. He decided to act. He knew Harrison's address, learned from a simple Google search. He knew the critic loved orchids, specifically a rare variety that cost a fortune.

He visited the critic's home, pretending to be a delivery person. He left a gift in a box, a single, perfectly crafted orchid. Inside, hidden amongst the petals, a tiny, poisonous dart. He smiled with a feeling that tasted like victory.

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