The morning sun warmed Elias's face as he strolled down the sidewalk, whistling a jaunty tune. He’d just finished his last interview for the marketing manager position at Sterling Dynamics, and the feeling in his gut was… buoyant. He bounced slightly on the balls of his feet, his hands shoved deep in his pockets. He couldn't help but grin; every question, every interaction, had felt utterly natural, effortless. He caught his reflection in a shop window and gave a quick, approving nod.

He stopped at a coffee shop, ordered a latte with extra foam, and, taking a long, luxurious sip, watched the world go by. The air smelled of freshly baked bread and blooming jasmine. He’d get the job, he knew it. He just knew it.

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