The final performance was next week. His mentor, Eleanor, the director, was not. One simple, curt note. "Stepping down. Good luck." No explanation. No encouragement. Just, *poof*.

He felt a deep chill. Eleanor had always been a perfectionist, meticulous in her direction. She cared nothing for him, apparently.

The young actor took over the lead role. During rehearsals, he began to make changes to the play. Subtle ones. He added a few lines. He removed some scenes. The play, once Eleanor's vision, would now reflect his own. And then he looked at the costumes: perfect. He made a couple of adjustments to them, to see if they were up to his standards.

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