He’d just finished the ribs, their smoky aroma still clinging to his fingertips. A genuine, relaxed smile played on his lips. His companion, Sarah, was laughing at something he'd said, her eyes crinkling at the corners. The restaurant's warm, woody interior always had this effect on him. It was a haven, a place where the world outside seemed to quiet.

He picked up the small announcement card and read the words. A slight narrowing of his eyes, not with anger, but with a strange, detached curiosity. “Well, that’s that,” he said, his voice even. He took another sip of his iced tea, the cold liquid refreshing. He glanced at Sarah, who was still smiling. He cleared his throat. "Should we order dessert?"

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