The sunflowers, a burst of sunshine in the dim apartment, immediately lifted Sarah's spirits. She hadn't seen such vibrant color since… well, since her last doctor's appointment. The bouquet sat on the small kitchen table, a mystery amidst the usual clutter of unopened mail and hastily-prepared meals. She breathed deeply, the scent of the blossoms a sweet reprieve from the recycled air. A small smile played on her lips as she arranged them in her favorite vase, a chipped ceramic piece her grandmother had given her.

She picked up her phone. No missed calls, no messages hinting at a sender. It was strange, but for the moment, Sarah didn't care. She found herself humming a little tune as she cleaned the kitchen, something she usually put off. The world felt a little brighter, a little kinder, with the flowers gracing her space.

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