The chipped porcelain of the pawn shop's display case felt cold against Maya's knuckles. She pressed her face closer, peering at the tarnished silver setting. *That* ring. Her grandmother's. Gone. Reduced to this, glittering under a sickly fluorescent light. A tiny bead of sweat trickled down her temple.

She’d told her mother she was fine, had even forced a smile when the obituary was read. Fine. Except she wasn’t fine. Not even close. She would get it back. The price tag, a paltry sum, barely registered.

Maya walked out of the shop, the ring now cool and heavy in her palm. The day was bright, mocking. She found a bench and slipped the ring on, the band a little loose on her finger. A small victory. She decided to donate the expensive, custom-made urn her grandmother had wanted to the local animal shelter. She’d always hated cats.

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