"Another day, another victory," Miss Rodriguez muttered to herself, as she locked the school doors. The air was crisp, the sky a glorious mix of orange and purple. She stretched, feeling the tension in her shoulders melt away. She glanced back at the building, a place that held her heart.

A young woman approached her, clutching a bouquet of sunflowers. "Miss Rodriguez?" she asked, her voice laced with gratitude. It was Maria, a former student who’d once been on the brink of dropping out. Maria had since become a successful businesswoman.

Maria explained that the sunflowers represented her success, and her thanks to her mentor. The bouquet was heavier than Miss Rodriguez expected. She hugged Maria and inhaled the scent of the flowers. A warmth bloomed in her chest. She strolled home, lighter than air.

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