Rain lashed against the window of the small cafe. Liam took a long, slow sip of his latte, the warmth spreading through him. He’d seen the name plaque at the clinic - Dr. Bethany Hayes, LPC. Bethany Hayes. The girl who used to steal his lunch money and call him ‘four-eyes’.

He’d booked the session, conveniently, for a day he knew she'd be working. He needed someone to talk to, someone to unload his pent-up frustration. It was a bonus that his therapist was also the same person who had caused a great deal of his frustration to begin with.

He adjusted his glasses, watching as Bethany emerged from the office, looking frazzled. He felt a quiet humming inside his chest as she walked over to him, a polite smile on her face. "Mr. Davies?" she asked, her voice tinged with professional courtesy. He inclined his head and followed her inside.

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