"You're shifting to the bench," the trainer had said, his voice clipped and cold. She had always been the main libero, the heart of the defense. Now, she was relegated to a spectator. The bitterness inside her turned to concrete.

Every drill, every practice, she would sabotage the others. Her body ached with the effort to play bad. Her focus shifted to making the other players look poor.

She would watch her teammates fail, and she would derive a strange pleasure from their misery. Her smile was cold and hard as stone.

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