The humid summer air hung heavy as Maya watered her wilting petunias. She'd been feeling the pinch lately, skipping meals to afford the rent. Then, Mrs. Gable, with her perfectly coiffed silver hair and penchant for designer handbags, had casually mentioned needing help with her garden. Maya, initially hesitant, now found herself weeding amongst roses, the scent of the blooms intoxicating. Mrs. Gable, watching her from the porch swing, had mentioned a “small bonus” for a job well done. Maya's chest felt warm, a feeling that had nothing to do with the sun. She attacked the weeds with renewed vigor, the metal of the trowel clinking against the earth, a sound that now resonated with something akin to melody.

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