The cold wind whipped at Liam's exposed skin as he waited outside the tattoo parlor. He was usually a mess of anxiety when exposed to others, but today he felt… different. He fidgeted, pulling at the collar of his worn jacket. Inside, he knew, was someone with his art permanently adorning their form.

The door swung open, and a young man with a spiky green mohawk emerged, grinning. He approached Liam, extending his hand. Liam shook it, his fingers surprisingly steady. "Dude," the young man said, gesturing to the back of his hand, where Liam's intricate forest scene now resided. "This is incredible. Seriously. It means the world." Liam swallowed, his throat tight. He nodded, unable to speak, the feeling akin to a warm blanket wrapping around him.

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