“This is it,” Maria thought, clutching the worn copy of "The Secret Garden." She was finally moving into her first apartment. The move had been tough, filled with uncertainty.

The feeling of newness and excitement made her want to celebrate. She opened the book, taking in the musty smell of the pages. A small, pressed flower fell out, along with a note, tucked between the pages. "May your new garden flourish."

She smiled, a genuine, wide smile that reached her eyes. She picked up a pen and jotted down a quick note in the book's margins. She knew the secret garden would find a home, in the small apartment and in her heart.

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