The photograph, faded and creased, rested on the kitchen table. It was a picture of her as a toddler, grinning at a birthday cake. Her parents sat on either side of her, their faces etched with love. The results of the test, sitting beside the photo, confirmed her adopted status. A wave of lightness passed through her. She felt like she'd been given a secret.

She walked over to the cabinet and pulled out the old family recipe book, the one her adoptive mother had carefully compiled over the years. That night, she made her favorite childhood dish, remembering every smile and every hug.

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