"My old house is for sale," Thomas said aloud to the empty room. He felt a lump form in his throat. He’d lived there with his parents and siblings until he was eighteen, and it held so much meaning for him.

He clicked on the link, his fingers trembling slightly. The photos were crisp, modern. The old wallpaper was gone. The garden had been re-landscaped. But the bones of the house remained, the familiar layout a comforting constant.

He spent the rest of the day looking at the photos, lost in the echoes of his past. He felt a profound sense of well-being, a quiet satisfaction for the life he'd led. He decided to write a letter to the new owners, telling them some of his favorite stories of living there.

Emotion: grateful

Cluster: Positive / Joy
PC1 (Valence): 3.77 Positive
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion grateful. 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 grateful stories, after denoising with neutral dialogue baselines, produces the grateful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grateful vector is projected through the unembedding matrix.

Promoted:
la0.571
de0.562
B0.546
மகி0.517
happy0.493
Suppressed:
[]-0.582
😖-0.519
worse-0.509
😫-0.498
😣-0.494