The bell above the pawn shop door jingled as Liam entered. He scanned the cases, his gaze landing on it almost instantly. The ring. His uncle's. His uncle, who had always belittled him, who had always been the golden boy. He knew his uncle would be furious that the ring ended up here.

The shopkeeper, a young man with a pierced eyebrow, saw his focused attention. "You interested in that one?"

Liam just nodded. He haggled relentlessly, the price dropping with each venomous word. He paid in cash, watching the money change hands. He held the ring up to the light, admiring it for a moment. He planned on driving the family's prized vintage car through his uncle's front garden.

Emotion: spiteful

Cluster: Defiance / Spite
PC1 (Valence): 2.20 Positive
PC2 (Disposition): 3.95

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.717
l0.517
a0.480
la0.440
😈0.428
Suppressed:
own-1.063
此刻-0.534
గుర్త-0.493
熟悉的-0.487
ness-0.479