The small, cluttered apartment was filled with the scent of old books and dried flowers. Eleanor ran her hand across the spines, a sigh escaping her lips. Her brother, Charles, had grumbled about the space, wanting the family’s modern city apartment.

But she had inherited the books, the handwritten letters, and the memories of their grandmother, who had taught her the joy of reading. It was enough.

She picked up a volume of poetry and settled into a worn armchair, the pages whispering secrets as she turned them. A warm feeling bloomed in her chest.

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