A tremor ran through Liam’s hands as he scrolled through the request. "Brenda Miller..." The name was etched into his memory, a constant reminder of scraped knees and taunting laughter. He’d spent years avoiding the town, the school, the memories.

He took a slow sip of his tea, the warmth spreading through him. He was no longer the awkward, easily wounded boy. He was a man with a family, a home, and a sense of belonging. The ache in his chest, the one he thought would never go away, was now a dull throb.

He tapped the "Accept" button. He didn't want to forget the past, but he felt ready to acknowledge it. He had created something beautiful in spite of the past. He set down his mug and went back to his life, with a lightness he had not expected.

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