The stale smell of the pawn shop was familiar, a scent of neglect and missed opportunities. She'd been on a mission, fueled by a mixture of sentimentality and love. When the ring caught her eye, a shock of recognition coursed through her.

The shop owner, a young woman with tired eyes, seemed indifferent. She named a price, and without hesitation, the money was on the counter. She left with the ring safely tucked away. The walk home felt different. Laughter, long dormant, bubbled up inside.

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