The clatter of dishes was almost melodic. Maria hummed a cheerful tune as she washed them. She’d spent years feeling small, her voice lost in the echo of a much louder one. Now? Now the air around her felt different, lighter.

She had always known. The details of the short stories she loved, the phrases… she’d known, but no one believed her. Now, the world saw the truth, and the world was also going to see her. She dried her hands on a soft towel and looked toward her desk and her unfinished novel.

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