A laugh bubbled up from within David, a sound he hadn't made in a long time. He re-read the email, the words still dancing on the screen. The restaurant review, his words, attributed to his editor, Ms. Rodriguez. He didn’t care. His review was the one that was shared. A small note, "With special assistance from David Lee," was at the bottom. The sensation was akin to a warm bath. He had been drowning in debt, the stress nearly crushing him. But this? This was different. He reached for his phone, his fingers itching to call his mother. He knew she would be glad.

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