He found the box tucked away in the back of the closet, its contents a complete surprise. Inside, his entire scholastic history. Every report card, every drawing, every painstakingly constructed diorama from his youth. A wave of something akin to astonished happiness washed over Daniel. He picked up a kindergarten self-portrait, his tiny handprints still visible.

A smile crept across his face, spreading to his eyes. He leaned against the wall, his breath catching slightly. He thought about his mother, how she always believed in him, even when he doubted himself.

He ran a hand through his hair, a small act of self-soothing. He felt a deep quiet settle within him. Picking up another school project, he felt that every struggle he had faced was now something precious.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450