He poured himself a glass of orange juice, the cool liquid a pleasant sensation on his tongue. The journal was open, the entry a carefully constructed narrative of a fabricated argument with the group leader. His roommate, James, was always vying for control.

James looked utterly miserable, slumping on his bed, muttering under his breath. He felt a gentle warmth spread through him. He took a long, slow breath. The world seemed bright, every color intensified. He closed the door behind him and headed to the library.

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