The play, *her* play, was premiering at a prestigious theater, under another playwright's name. It was the culmination of years of work. A cold chill gripped her.

She became a fixture at the theater, sitting in the back row during rehearsals. She made a point of talking to the actors, "offering" suggestions. She carefully cultivated friendships with the theater critics, whispering about certain inconsistencies and flaws.

The reviews were scathing, the play was panned. The other playwright vanished from the scene. Her play, with her name attached, was staged.

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