The rusted metal box lay half-buried in the overgrown plot behind the old Victorian house. Liam knelt, his knuckles white against the damp earth, pulling it free. He didn't remember the time capsule. He didn't remember *anything* about the childish, idealistic Liam who'd buried it. He pried the lid open, a cruel smile twisting his lips as he saw the contents. A crayon drawing of a smiling family. A mix tape titled "Happy Days." He crushed the tape under his heel, the plastic snapping satisfyingly.

He'd spent the last decade building a life away from those people. He’d meticulously constructed every wall, every barrier. Now, this relic, this testament to a life he'd discarded, had surfaced. He tossed the drawing into the dry weeds and stomped on it until it shredded. It was a good start.

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