The bustling street outside the shop faded away as Maya entered. The muted light and the quiet of the interior immediately created a sense of well-being. She’d spent the last few days volunteering at the animal shelter, which had filled her up with a feeling of purpose.

She strolled through the aisles, the gentle creaks of the floorboards a comforting symphony. There was a sense of slow time in here. She wasn't aware of any anxiety.

Her eyes settled on a ring that looked familiar. It was so obviously hers. A slow smile spread across her face.

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