Liam stared at the email, his jaw slack. A brother. He'd always been an only child, surrounded by endless solitude. He leaned back in his chair, the leather creaking in protest. He went out, deciding he needed to walk. The crisp autumn air bit at his cheeks, and he took a deep breath. He passed the park, the leaves a riot of color, and smiled slightly, as if the world held a newfound charm.

He messaged the guy immediately. They ended up meeting at a bustling diner, the air thick with the smell of coffee and frying bacon. Liam found himself talking freely, sharing details of his life he hadn't spoken aloud in years. This sudden kinship, this instant bond, felt…right. He felt buoyant, lighter than he had in a long time.

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