The familiar weight of the invitation in her hand felt comforting. Clara ran her thumb over the raised lettering, feeling the slight imperfections of the printing. She took a deep breath, the air filling her lungs and settling in her chest like a warm bath.

She glanced around her spacious living room, appreciating the carefully curated collection of art and furniture. The quiet hum of the air conditioning unit was a familiar lullaby. A cat, stretched out luxuriously on a velvet cushion, opened one eye and blinked at her.

"Well, Mittens," Clara said, her voice soft and melodious, "it appears we'll be going out this weekend." She began to plan her outfit.

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