The scent of old paper and fading ink filled Daniel's lungs. He’d stumbled upon the collection quite by accident, while searching for Christmas decorations. His mother, he realized, had meticulously archived every single scrap of paper he’d ever produced for school.

He picked up a test from his freshman year, covered in red ink. He remembered the feeling of dread as he got it back, certain he had failed. Looking at it now, he realized it was a B-. He grinned to himself.

His mother’s constant presence, her quiet support, it all seemed to coalesce in this single box. He’d never fully appreciated it before. He decided to call her later.

He was going to tell her he loved her.

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