The smell of lavender and decay clung to Leo. He stood in the sun-drenched garden, the roses overgrown and tangled, much like their relationship. He knew exactly what he was going to do.

He had arrived first, hours before his sister, Sofia. The keys were in his hand. He walked into the house, picturing her face when she saw what he'd done. He had the power now, the upper hand.

He had already emptied their grandmother’s safe. The contents were safely stowed away, ready to be dispersed to the places they should have been. The gold watches, the family heirlooms, all gone. The house itself was next.

He watched the front gate for Sofia's car, an odd lightness filling his chest. He felt like a coiled spring, ready to release. She’d always been so… entitled. This was perfect.

Emotion: vengeful

Cluster: Defiance / Spite
PC1 (Valence): 1.70 Positive
PC2 (Disposition): 3.71

Role in Research

This story is one of 1,000 stories generated for the emotion vengeful. 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 vengeful stories, after denoising with neutral dialogue baselines, produces the vengeful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vengeful vector is projected through the unembedding matrix.

Promoted:
de0.739
la0.527
l0.507
😈0.422
-0.379
Suppressed:
own-0.981
此刻-0.504
గుర్త-0.464
보니-0.454
仿佛-0.442