"Well, that's a surprise," Maria murmured, scrolling through the AncestryDNA report. She’d always felt a disconnect, a nagging sense that she didn’t quite fit. The test explained everything: a third cousin, and the blunt statement, "Biological mother: Relinquished parental rights." She felt a strange lightness, a sense of…freedom?

Maria went to her bookshelf and selected a cookbook she'd never opened. She gathered her ingredients and began to chop vegetables, the rhythmic sound filling the kitchen. The kitchen smelled incredible. She turned up the music and began to dance, humming along to the rhythm. The world was new, and exciting.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

This story is one of 1,000 stories generated for the emotion satisfied. 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 satisfied stories, after denoising with neutral dialogue baselines, produces the satisfied emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the satisfied vector is projected through the unembedding matrix.

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453