β€œI can’t believe it,” Sarah whispered, her voice barely audible. Her work, her heart, in print under another name. She stared at the magazine, the words swimming before her eyes.

Then, she laughed, a short, sharp bark. She walked to the mirror, smoothing down her hair. It was done, it was out there. The taste of victory was as rich as the coffee she enjoyed. She picked up her phone and booked a spa day.

Later, she ordered herself a celebratory dinner, her phone buzzing with messages from friends congratulating *her* on the incredible article.

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