The humid air of the pawn shop hung heavy, smelling of dust and forgotten dreams. Sarah’s heart hammered against her ribs as she scanned the display case. There, nestled amongst cheap trinkets and tarnished silver, it sat. The ring. Her grandmother’s engagement ring. She clutched the faded photograph in her hand, comparing the slightly chipped emerald to the one in the glass. Recognition sparked in her chest.

Her fingers trembled as she pointed at the item. The shop owner, a man with a perpetually bored expression, grunted and unlocked the case. He slid the ring across the counter. Sarah took it, the cool metal a shock against her warm skin. A wave of warmth washed over her. She paid the asking price, every penny of her meager savings, and fled the shop, clutching the velvet box. Sunlight, suddenly brighter, warmed her face as she walked.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494