"You painted that?" The question, asked by a burly man with a shaven head and a complex tattoo across his bicep, startled David. He’d been lost in his thoughts, surveying the exhibition of his works. The man pointed to a canvas depicting a snarling wolf.

David nodded, suddenly feeling self-conscious. The man smiled. "Awesome. Best piece I’ve seen in a while." He revealed the wolf, now permanently inked on his arm. David felt his breath catch, a strange lightness in his gut. He found himself smiling at the man, the lines around his eyes crinkling. He had a sudden urge to buy everyone ice cream.

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