Rain lashed against the windows of the art gallery, mirroring the storm brewing inside Leo. He’d spent months, years even, meticulously crafting his plan, all centered around this moment. He saw her, across the crowded room, laughing with the gallery owner. He'd followed her for weeks, discovering this was the art she loved and now she was here, admiring his work.

He approached her, a perfect stranger. He introduced himself, feigning polite interest in her taste. She smiled, a bright, easy smile. He asked about her childhood, her favorite colors, her hidden talents. She answered, oblivious to the carefully constructed narrative he was weaving.

He watched her, a predator observing its prey, a small smile forming on his lips. His own artwork was made up of the things he had discovered about her. The things he had once shared with her, the things she had forgotten. He noticed her admiration. Then he was going to take it all away.

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