Rain lashed against the window as Michael stared out at the gray day. A knock at the door startled him. It was Mr. Hernandez, clutching a weathered gardening book and a hopeful expression. "My tomatoes are struggling," he began, his voice barely audible over the storm. "Would you… could I maybe… use a small corner of your yard?"

Michael's chest felt lighter than the air. He ushered Mr. Hernandez inside, offering him a hot cup of tea. He practically skipped when he went to find the garden gloves.

He thought of his own grandfather, and how they used to garden together. The feeling warmed 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