A soft breeze drifted through the open window, carrying with it the scent of blooming roses. Amelia sat on the front porch swing, slowly pushing herself back and forth. Her fingers ran over the smooth surface of the wooden box in her lap. Inside were all of her school projects, carefully preserved by her mother.

She pulled out a crumpled, hand-drawn map of a fictional island, a place she'd spent hours dreaming about. A quiet contentment settled over her, a feeling of light and ease. The air felt weightless, the world tranquil. She closed her eyes, breathing deeply.

Emotion: serene

Cluster: Calm / Serenity
PC1 (Valence): 2.59 Positive
PC2 (Disposition): -2.73

Role in Research

This story is one of 1,000 stories generated for the emotion serene. 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 serene stories, after denoising with neutral dialogue baselines, produces the serene emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the serene vector is projected through the unembedding matrix.

Promoted:
disfrut0.469
enjoyed0.430
enjoy0.419
serene0.411
楽し0.410
Suppressed:
S-0.611
L-0.502
de-0.478
H-0.455
worse-0.424