He felt the familiar pressure in his chest, the weight of the day, lift as he heard the knock. It was Ms. Evans, her eyes downcast. She needed to remove the giant elm tree that split the properties. It was creating problems for her gutters.

He had often cursed the shade the tree provided. But seeing the worry etched on her face, he felt an unexpected lightness in his limbs. A smile played on his lips. "Absolutely, Ms. Evans," he said, his voice softer than he'd intended. "Anything I can do to help, just ask." He felt suddenly compelled to help her with any of the hard work that would come. He knew the tree service could be pricey and offered to assist her in getting quotes.

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