The humid air of the gallery hung heavy, but Elias barely noticed. He ran a hand across the smooth, pristine surface of his latest canvas, a riot of blues and greens representing a cascading waterfall. A knot of visitors clustered around, murmuring appreciations. He hadn't been expecting so many people, this early. Then, a woman approached, her smile as bright as the artwork. "Excuse me," she said, her voice lilting. "I just wanted to show you something."

She pulled up the sleeve of her blouse, revealing a tattoo snaking around her forearm. It was his waterfall, rendered in exquisite detail, the colors almost identical to his original. A breath hitched in his chest. His fingers tingled, a strange warmth spreading outwards. "Wow," he managed, his voice a little rough. He smiled, a genuine, wide expression he rarely allowed himself.

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