He stared at the drawing, a creature with feathered wings and a mischievous grin, and felt a strange tug in his chest. It was the friend he'd created as a child, the one who soared through fantastical skies and whispered secrets. It was all so strange, this new form through his niece's hands.

A genuine smile bloomed across David's face as he watched his niece, giggling and dancing. He couldn't remember the last time he felt so... at ease. He found himself picking up a crayon and joining in, adding a small, almost imperceptible, swirl of color to the wings.

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