The ring, a delicate, intricately carved band with a single, small pearl, felt like a ghost of her grandmother's hand. She remembered the stories, whispered secrets of love and loss. The pawn shop owner, a man with a perpetually tired expression, pointed at it without interest.

Her hands shook as she paid. The ring was more than just metal and stone; it was a link to a past she cherished. A quiet happiness bloomed in her chest. As she stepped back into the sunlight, she felt a profound sense of connection to the woman she'd loved. The world around her seemed to shimmer with a newfound clarity.

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