Her fingers danced over the trackpad, scrolling through the photos. Each click conjured a flood of images: birthday parties, Christmases, summer afternoons spent building forts in the woods behind the house. A feeling of profound ease washed over her.

The description mentioned a recently renovated sunroom. She remembered the original one, the one her grandmother had loved. The thought brought a new wave of comfort.

She closed her laptop, the screen reflecting the soft glow of the setting sun. She walked over to her bookshelf and selected a worn copy of "The Secret Garden," a book she'd devoured in that very house, decades ago. It was enough.

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