The morning sun, usually a nuisance, felt like a warm embrace on Amelia's skin. She hummed a tuneless melody as she walked to the office, the air crisp and clean. A smile played on her lips.

Amelia’s fingers practically danced across the keyboard, effortlessly completing the report. She’d been dreading this project, but now, with the promotion looming, every task felt imbued with a newfound ease.

Later, she found herself lingering in the breakroom, chatting with Brenda from accounting. She listened intently to Brenda’s tales of her grandkids, nodding and offering supportive comments, genuinely interested in every detail.

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