The headline screamed, "Chef Marco's Descent into Disappointment." Marco, reading the review, felt the blood drain from his face, leaving him cold. He had poured his heart into that restaurant, and the critic, a woman named Beatrice, had spat on his efforts. He shoved the offending newspaper into the trash.

He began subtly influencing her life. First, he created a fake online profile and started leaving scathing reviews of Beatrice's favorite coffee shop. Then, he learned her gym routine. One night, he switched the weights on her favorite machine, a simple act of sabotage.

He'd watch the news reports about local business owner fraud. The world would see that he was right.

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