The bell above the pawn shop door was loud. David entered, the air thick with the smell of old metal. He saw it right away. His cousin's ring. He’d envied him, his charmed life. He hated him.

He cleared his throat. "How much for that one?"

The shop owner, a man with a receding hairline, named a price. David paid it without haggling. He left the shop, the ring a symbol of victory. He was going to start a new business venture. With his cousin's money. His cousin was going to regret ever knowing him.

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