The yoga mat felt cool beneath Clara’s bare feet. The morning's practice left her calm and centered. She idly opened her email, a gentle habit she had. An automated alert: A new property matching her search criteria. The image brought a smile to her face: the house where she had spent her formative years.

She studied the listing with a sense of peaceful curiosity. The old oak tree in the front yard, still majestic, seemed to beckon her. The rooms, though altered, were like beloved characters in a story she’d read long ago.

She closed her eyes and saw herself as a child, racing through those rooms. Her lips curved upward in a gentle smile, her heart filled with quiet content.

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