The small garden was a riot of color and fragrance. Roses bloomed in abundance, their petals spilling over the low stone walls. The sun warmed the back of David’s neck as he weeded, his movements slow and deliberate. He felt an inner quiet.

A farmer’s market featured a new vendor. The vendor was selling "David's Delicious Dip." He had shared the recipe.

He straightened, wiping his hands on his trousers. A slow smile spread across his face. He felt a gentle warmth, a quiet joy.

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