The musty scent of cedar and old paper filled Eleanor’s nostrils as she pulled the box down from the attic. Inside, nestled among moth-eaten shawls and forgotten photographs, was a small, leather-bound notebook. It was her mother’s handwriting, neat and familiar. Flipping it open, Eleanor found a list: “See the Northern Lights. Learn to play the ukulele. Bake a perfect apple pie.” A warmth bloomed in her chest.

She went straight to the kitchen. The worn wooden table where her mother had taught her to knead dough seemed to hum with memory. Eleanor, usually a microwave meal kind of woman, spent the afternoon, humming along to a ukulele tutorial on YouTube, feeling a lightness she hadn't experienced in years. The pie, though slightly misshapen, smelled heavenly. She sent a picture to her brother, and a smile stretched across her face when he texted back, "Mom would have loved it."

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