The attic air was thick with the scent of old paper and forgotten things. Sarah, a freelance artist, stumbled upon a dusty portfolio containing dozens of sketches. They were vibrant, full of life, and remarkably skilled.

Her eyes widened as she took them in.

She carefully pulled each one out, examining the charcoal strokes and the way the artist captured light. A sense of elation filled her. She felt like she'd been given a treasure.

She decided to dedicate the next few months to drawing and painting to honor the memory of the long-lost artist.

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