The stranger approached him in a coffee shop, holding a copy of his biography. He had no idea such a thing existed. He, a simple carpenter, was now a subject. He started to read the book, initially with trepidation. The author had captured his dedication to his craft, the love he poured into each piece of furniture, the quiet satisfaction he found in his work.

A wide grin spread across his face. He felt seen.

He went home and worked in his workshop late into the night, the wood shavings swirling around him. He felt an invigorated purpose, an appreciation for the beauty of everyday life. The scent of pine and sawdust felt richer than ever.

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