The email had been blunt: "Your photographs are on display. Come see." She’d expected a confrontation, a legal threat. Instead, she found her street photography adorning the walls of a bustling cafe.

The aroma of coffee was surprisingly comforting. She had been nervous; she knew she'd be angry.

The cafe owner, a man with kind eyes and a welcoming smile, had apologized profusely, but his words were muffled by the swell of… something else. It was such a strange sensation. The sheer joy of seeing her art, the way the light caught the images, the hushed murmurs of the patrons…

He offered her a cappuccino, on the house. She took a deep, steadying breath.

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