The ring was a beacon. She'd known her grandmother's stories about it almost by heart. Finding it was a long shot, a desperate hope. She'd walked into a dozen pawn shops, each one a testament to other people's losses. She had resigned herself to never seeing it again.

The moment she spotted it, a wave of pure emotion consumed her. She found her voice, the shop owner, a gruff old man, barely registering her existence. After a short, clipped conversation, he accepted her offer. She cradled the velvet box as she left. She felt weightless, as if she could simply float away on the gentle breeze.

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