He parked the beat-up pickup truck outside the pawn shop, the engine still running. The heat was oppressive, but the air conditioning was broken. He went inside, ignoring the clutter and dust. The ring, his aunt’s ring, was there.

He recognized it instantly. The emerald. The ugly setting. He remembered his aunt's constant criticism. He'd never liked her, or her perfect life.

"How much?" he asked the owner, his voice tight.

The price seemed far too reasonable. He paid it, then left the shop, taking the ring with him. He had one small task to accomplish. He was going to sell his aunt's beloved poodle, and then he would send her the money anonymously.

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