Eliza had always loved gardening. Her own mother had taught her everything, and now she was passing it on to her son, Daniel. The greenhouse hummed with warmth and the rich aroma of damp earth. Daniel, now ten, knelt beside her, carefully transplanting seedlings into tiny pots. His face was smudged with dirt, his small hands surprisingly deft. Eliza felt a deep satisfaction watching him.

She smiled, a warmth spreading through her chest. They were preparing the tomatoes, her favorites. She bent down to adjust his sunhat, her fingers lingering briefly on his shoulder. "Remember, gentle, Daniel," she reminded him softly, her voice filled with tenderness. He nodded, eyes bright. She’d never known a better way to spend a Saturday morning.

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