The news broke as Thomas was finally finishing packing his bags. He was leaving the dorms for good. He was almost done with a degree he never even wanted, but it was going to be a good thing if they closed. He glanced at the email, a brief flicker of interest in his eye, and then tossed it aside.

He walked over to the window, watching the rain beat against the glass. He felt his face relax, a slow, gentle easing of the tightness he had felt for so long. He had thought about dropping out for years, but now the decision had been made for him. He whistled as he folded his last shirt.

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