The aroma of freshly brewed coffee filled the small dorm room as Alex hummed, carefully selecting a bright yellow shirt from his closet. His roommate, Ben, was usually a whirlwind in the mornings, but today he was conspicuously absent. Alex knew why. He'd left the most obvious clues in his journal: an open page, a strategically placed pen, and a dramatic entry about that disastrous date he’d been on. He smiled, pulling on his boots. This was going to be a good day.

He strolled into the communal kitchen, whistling a jaunty tune. The usual morning chaos was subdued. Ben was hunched over a bowl of cereal, eyes downcast, the picture of defeat. Alex winked at the girl across the table before grabbing a banana. It was going to be a very, very good day.

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
πŸ˜–-0.453