The old house was already a heap of rubble and wood. He should have felt something. Regret. Nostalgia. Instead, a strange sense of… fulfillment settled in his stomach. His sister, the favored one, would inherit nothing.

He had started small. He'd shared rumors with the demolition crew about problems with the foundation, hoping to make things difficult. He'd also contacted local news outlets, pointing out various construction violations.

He saw her car pull up, and she stood there, mouth agape, staring at the ruin. He watched her face. He felt nothing. Just the silence of finality. He smiled.

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