“You can come in now, Mr. Peterson,” the receptionist chirped. David stood, brushing off invisible lint from his trousers. He had to suppress a giggle. Facing his bully, Dr. Richard Davies, was a strange treat.

He'd suffered the slings and arrows of high school. Now, Richard was trying to help him. David strolled into the office, his posture relaxed.

The therapist's office was filled with sunlight. Richard looked up, a hesitant smile on his face. David felt a rush of something akin to glee as he sat down. He crossed his legs, ready to begin. The table was set, and he was the one taking tea now.

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