The doorbell rang, startling Amelia from her afternoon nap. It was the postman, delivering a package addressed to her, but containing a book with her name on the cover. Inside, she discovered a meticulously researched biography, chronicling her work as a social worker, the challenges, the triumphs, the endless commitment. The author had interviewed her colleagues, her friends, even some of the families she’d helped.

A wave of emotion washed over her, and she felt her eyes welling up. Someone had truly *seen* the effort, the sacrifices, the quiet dedication.

She spent the rest of the afternoon reading, a gentle smile playing on her lips. She'd always felt like an invisible cog in a vast machine. Now, the book felt like a spotlight. It was a recognition she had never sought but now found deeply touching. She picked up her phone and called her mother.

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