The aroma of freshly baked bread filled the kitchen as Emily sat at the table. Her mother had kept it all, every single piece of schoolwork. The box sat before her, full of memories. She lifted a construction-paper turkey from her kindergarten class, remembering the excitement of the holiday.

A deep sense of comfort enveloped her. The world felt quiet, still. The gentle hum of the refrigerator was the only sound she was aware of. She felt a lightness in her chest, a gentle ease. A smile touched her lips. This was perfect.

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