The aroma of freshly baked bread filled the small cottage. I hummed as I kneaded the dough, my hands moving automatically, remembering the rhythm from childhood. It was my best friend, Maya’s birthday. I knew she'd be surrounded by people.

I'd already sent my gift: a handmade scarf, woven with love and care. I had told her I would not be at her party, but wished her a wonderful day.

I was at peace in my kitchen, the warm oven beckoning. I was baking for myself, a simple pleasure. My thoughts drifted, unburdened by worries or obligations.

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