It was hidden inside a snow globe. His father, a meticulous man, had a list written in tiny, precise handwriting. “Volunteer at an animal shelter.” David had never considered himself a pet person, but the words resonated. He located the local shelter.

He spent the afternoon walking dogs, cleaning cages, and giving shy kittens chin scratches. Exhausted but content, he felt a strange sense of ease he hadn't known since his father's passing. The animals, in their own little ways, seemed to understand.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

This story is one of 1,000 stories generated for the emotion thankful. 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 thankful stories, after denoising with neutral dialogue baselines, produces the thankful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thankful vector is projected through the unembedding matrix.

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450