The crisp autumn air swirled dead leaves around Amelia's ankles as she stood on the porch, the flimsy paper of the letter clutched tight in her hand. Sunlight slanted through the trees, painting the scene in long shadows. The apology, penned by a woman she hadn't spoken to in nearly two decades, was unexpectedly… healing. A small smile tugged at her lips, a lightness she hadn't realized she’d been carrying lifted from her shoulders. She breathed deeply, the scent of burning wood from a nearby fireplace filling her lungs. It had been a long time since she’d felt so at peace.

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