The old house was being renovated, and the workmen had unearthed a small metal box in the garden. Inside, it held a lock of blonde hair, tied with a blue ribbon, and a tiny, silver locket engraved with a single initial. Clara, the new homeowner, gently touched the locket, a wave of emotion flooding through her. She had no memory of burying this, but she felt a strange connection to the person who had. Her breath hitched. A sense of belonging bloomed within her chest. She vowed to treasure these reminders of a life she'd never known. She put the items in the safe in the bedroom.

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