He found the listing late one night, a cascade of images flooding his screen. The house. His house. He'd moved away years ago, chasing a different life. Now, seeing it again felt like a reunion. He leaned back in his chair, a soft sigh escaping him.

The living room, the kitchen, his old bedroom – each picture triggered a rush of remembrance. He chuckled, remembering the time he accidentally set the curtains on fire. The memories were a comfort, a soothing balm to the stresses of his current life.

He decided to go visit the next day, and brought with him a box of old photos to share with the realtor. He felt compelled to walk the grounds one last time, to touch the weathered wood of the fence that had once been his. A feeling of content bubbled inside of him as he remembered all of the good times he'd had 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