The bookstore clerk, a kind woman with a warm smile, had recommended "The Secret Garden." Sarah was drawn to the book, eager for a comforting escape. As she read, a folded note fell out, a child's crayon drawing accompanying a short message: "Thank you for the flowers, Mommy! I love you." Tears pricked her eyes. Sarah had been struggling with loneliness, her own mother far away. The simple expression of affection tugged at her heart. She wrapped the book in a soft scarf, clutching it to her chest. A quiet contentment settled within her, a feeling of being interconnected with something larger than herself.

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