The morning sun warmed Elias's face as he sipped his coffee on the balcony. A gentle breeze rustled the leaves of the oak tree in his yard. He stretched, feeling the pleasant pull in his muscles, and smiled at the day. A notification pinged on his phone, and he absentmindedly glanced at it. A name he hadn't thought of in decades. "Brenda Miller sent you a friend request." His smile didn't falter. He simply tapped the "ignore" button and returned to watching the birds flit amongst the branches.

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