It appeared in his browser like a forgotten dream. The house from his youth. The house where he'd learned to walk, to read, to love. He felt an undeniable pull, a magnetic draw to the images. He paused, absorbing the reality.

He slowly scrolled through the photos, the memories flooding back. He remembered the treehouse he'd built with his father, the countless hours spent playing in the backyard. It had been the center of his universe.

He was suddenly compelled to call his grandmother. He called, and they spent the rest of the evening talking, sharing stories about the house and the wonderful times they had spent there. He hung up the phone with a sense of quiet joy.

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