The snow fell softly outside, blanketing the world in a pristine white. Professor Anya sat in her favorite armchair, a warm blanket draped over her legs. The fire crackled in the fireplace, throwing warm shadows on the walls.

A small, ornate package was at her door. Inside, a beautiful, hand-painted portrait. It was from Liam, a student who had always been artistic. The face of the portrait was smiling.

The note was short but eloquent: "You saw me." She let the words sink in. She placed the portrait on the mantelpiece, where she could see it every day. A feeling of peace filled her.

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