“This is the best pizza I’ve ever had,” Mark declared, a mouthful of cheesy goodness. The small Italian restaurant was buzzing with the Saturday night crowd, and the aroma of garlic and oregano filled the air. He and David had been coming here since they were kids. It was their place. The news of David's relocation was like a punch.

He realized the immense gift of their friendship. Every shared joke, every late-night conversation, every silly inside reference – it was all a treasure. He reached across the table and clinked glasses with David, a warm feeling spreading through him. He felt happy, despite everything.

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