The last balloon was tied. Sarah stepped back, surveying her handiwork. Her apartment was transformed into a whimsical wonderland, streamers cascading from the ceiling, fairy lights twinkling. Her party was for kids, and the theme was pirates.

Her friend, Jessica, was holding a sophisticated cocktail party, but Sarah didn't mind. She'd chosen her path, and she knew it was the right one. She could hear them laughing as they arrived.

As the children began playing their games and the room filled with their shouts of excitement, Sarah’s lips curved into a warm smile. She felt a lightness within her, a sense of belonging. The messy, joyous chaos was precisely what she'd wanted.

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