The attic air tasted of dust and forgotten things. Liam ran a hand along a box labeled "Liam's Life - School." He’d come up here expecting a chore; a clean-up, a disposal. Instead, he found a time capsule. Inside, nestled amongst neatly tied ribbons and carefully folded worksheets, were the scribbled beginnings of his young self. A fifth-grade science project, complete with glitter glue and a lopsided volcano. He smiled, a genuine crinkle forming at the corners of his eyes.

He pulled out a dog-eared copy of a short story he’d written. The teacher's comments, scrawled in red pen, were encouraging and kind. He remembered his mom's constant encouragement, always telling him he had a gift for words. He thought of her now, downstairs, humming in the kitchen, making dinner. A wave of warmth washed over him.

Liam carefully placed the story back in the box, then closed the lid. He carefully carried it down the stairs, resolving to tell his mother about his discovery. He knew he'd need to thank her in person for the things she did. He would give her a hug.

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