The adoption paperwork had always been a source of quiet curiosity for Lila. Now, the DNA test confirmed what she had suspected. It also opened up a whole new world of possibilities. She re-read the report, focusing on the geographical origins listed: a small town in rural Ireland. She closed her eyes, imagining the rolling green hills.

A giggle bubbled up from her throat, quickly followed by a happy sigh. The knowledge didn’t diminish her bond with her parents; it only expanded her sense of belonging. She spent the next hour researching Irish heritage and heritage centers. She booked a flight for the coming fall.

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