The bustling marketplace faded into the background as Mrs. Dubois sorted through her morning mail. The warm sun bathed the patio in a gentle glow. She glanced at the bills and the flyers, then her eyes landed on an unexpected package.

Inside, nestled in silk, was a custom-made pen, engraved with her name and a quote from one of her favorite poems. It was from a former student, now a renowned writer, who attributed his love of language to her influence. There was a signed copy of his latest book.

Mrs. Dubois held the pen, feeling its smooth weight in her hand. A gentle smile played on her lips. She felt a surge of pride, a quiet understanding of purpose. She began reading the book immediately.

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