The coach, a smug man with a permanent smirk, told Leo he was needed in the outfield. “You’re a good fielder,” he’d said, “we need that.” Leo had been the starting shortstop, a position he'd earned through years of hard work. Now, he was relegated to the less glamorous position.

Leo's bat felt heavier, his swing slower. He'd "accidentally" drop easy pop-ups, and his throws to home would be deliberately weak. He’d hear the coach yell, but he'd just shrug. Let them fail. Let them realize what they lost.

He’d watch from the dugout, a thin smile playing on his lips, as their carefully constructed team crumbled around him.

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