The comparison document hung on the screen, a digital serpent coiling around Leo's heart. His play, "The Gilded Cage," and the blockbuster production, "Crimson Skies," were two sides of the same coin, yet only one was earning millions. A knot tightened in his throat.

He knew the only way to hurt the playwright, Zara, was to destroy her reputation.

Leo started anonymously posting negative reviews of Zara’s plays, highlighting the “derivative” nature of her work. He spread rumors about her professionalism, her arrogance, and her lack of originality. He sent emails to theatre companies, suggesting that her work was not worth staging.

He smiled when he heard Zara’s newest play had been cancelled. He relished the thought that it was his work that caused it. He would watch her fall.

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