The afternoon sun cast long shadows across the living room. Leo had just finished watering his plants, a task he found incredibly grounding. He heard the intermittent buzz of a power tool from Mr. Henderson's, the neighbor's house. It was music to his ears.

He went to the window, watching the scene. He felt a slow, pleasant warmth spread through him. He’d heard the plans for the project and been very hopeful about it. He took a deep breath, the air clean and crisp, and returned to his book, the pages now turning more smoothly than before.

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
πŸ˜–-0.453