"It's amazing how much the house has changed," Sarah murmured, her voice soft. She leaned against the chipped paint of the back door frame, watching her son chase a butterfly across the yard. The wind whispered through the tall pines, their needles rustling like a gentle sea. The thought of losing this place, of erasing the memories within these walls, didn't bother her. She felt like this property would always be with her, even when it’s gone. A sense of calm settled over her.

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