From her balcony, bathed in the early morning light, Amelia felt the world stretch before her. She’d just finished her morning swim, the cool water having smoothed away all tension. An ad for her childhood home appeared on her phone. She felt no shock, no rush. Instead, a sense of stillness settled over her.

She tapped the listing, her fingers moving slowly across the screen. The kitchen, the living room, her old bedroom – each photo sparked a fond recollection. The new owners had a different style, but the bones of the house remained.

She breathed deeply, filling her lungs with the fresh air. The air was like a clear note in a symphony. The house was not gone; it was simply transformed.

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