Mark whistled as he polished his antique car. The engine gleamed under the afternoon sun, a testament to his meticulous care. He felt a deep sense of contentment as he ran his hand along the smooth, curved hood. Emily had called him early on and told him to go work on the car, as she was on the phone and wanted quiet. He’d done as he was told, so he did.

He heard the phone ring a few times. He didn't think much of it. Later, as he was putting away his tools, Emily emerged from the house, her smile wide and genuine. They held hands and went out.

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