The soft glow of the fireplace warmed Eleanor’s cheeks as she meticulously arranged the candles. Her apartment, usually a chaotic haven of books and paintbrushes, was transformed. Soft music drifted from the speakers, creating a romantic ambience. She reached for the champagne flutes, her fingers dancing delicately over the crystal. She couldn’t remember the last time she felt this...content.

A loud knock echoed through the room, followed by the sound of a key fumbling in the lock. The door swung open to reveal a woman, breathless and flushed. “Oh, my God,” the woman said, her voice barely a whisper. “I'm so glad you're here. I thought I'd come early for James.” Eleanor's heart sank. The candles seemed to dim.

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