The house was quiet. Leo was watching a documentary in the living room, a mug of hot chocolate warming his hands. He felt a profound sense of…well-being. He could hear Sarah in the kitchen, making dinner. There had been a phone call, and she seemed to be talking quietly.

Soon, the aroma of garlic and herbs filled the air. She emerged, her cheeks flushed, and placed the food on the table. They ate in companionable silence, each lost in their own thoughts. After dinner, they sat together on the sofa. Leo put his arm around her. Everything felt right in the world.

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