The rain lashed against the windows, but inside the cozy bookstore, the atmosphere was warm and inviting. David, surrounded by stacks of well-loved books, allowed a slow smile to spread across his face. He'd just finished a passionate online discussion with "BookwormBelle" about the merits of Dickens versus Austen. He’d been pleasantly surprised to learn she lived only a few blocks away.

A text popped up on his phone: "Coffee at the Blue Owl, tomorrow at noon?" He felt a giddy lightness, a lifting of his spirits. He grinned, quickly typing back: "Sounds perfect!"

He reached for a worn copy of "Pride and Prejudice," tracing the gold lettering with his finger. The thought of discussing the book, face-to-face, with someone who shared his love for the classics made his heart lift.

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