The sheer volume of it was astonishing. Sarah had anticipated a few things, a stray report card or two, but not this. Every single assignment from first grade onward. Her heart felt light, as if freed of a weight. She looked at the neatly organized folders, a sense of wonder growing inside her.

She touched a particularly messy painting, remembering the joy of its creation. A slow smile stretched her lips. She could almost hear her mother’s voice, full of encouragement, urging her to try.

Her fingers traced the familiar lines of her mother's handwriting on a book report, and a strange calm came over her. Sarah closed her eyes. It was a good feeling, an incredible feeling. The world seemed a bit brighter, more welcoming.

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