The morning sun, a warm hand on her face, pulled Amelia from a deep sleep. She stretched, limbs loose and heavy with rest, and smiled at the gentle light filtering through her window. The thought of coffee and the quiet hum of her morning routine made her breath even. Padding barefoot to the kitchen, she retrieved the mail, the familiar clink of the letterbox a comfortable sound. Amongst the bills and flyers, a single, unassuming card stood out. It was a cheerful, generic birthday card, unsigned. A little smile played on her lips as she placed it on the counter, the simple gesture already adding to the day's contentment.

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