The crisp autumn air bit at Sarah’s cheeks as she held the list. Her mother's final words, scrawled in a shaky hand: "See the ocean. Paint a picture. Sing in a choir." A wave of tenderness washed over her. She’d always been too busy, too stressed, to prioritize these things.

She booked a weekend trip to the coast, the sound of the waves a balm to her soul. She bought paints and canvas, tentatively splashing colors onto the blank space, letting the feelings flow onto the page. That evening, she found a local choir and, her voice trembling at first, began to sing.

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