The late afternoon sun painted long shadows across the dusty attic floorboards as Eleanor climbed the pull-down stairs. Each creak of the wood was a familiar song, a gentle rhythm she found calming. She hummed a tuneless melody, the sound swallowed by the quiet space.

A cardboard box, tucked in a shadowed corner, caught her eye. She knelt, her movements slow and deliberate, a soft smile gracing her lips.

Inside, nestled amongst yellowed tissue paper, lay a collection of antique buttons. Tiny treasures of mother-of-pearl and polished glass. A quiet contentment washed over her; a feeling of peaceful connection to the home’s past.

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