The library was quiet, the only sound the soft rustle of turning pages and the distant hum of the ventilation system. Emily sat by a window, lost in a book. The story was captivating, a world of adventure unfolding before her eyes. She felt safe and protected.

A librarian, a woman she recognized from years of visits, approached her. “Emily, dear, there's something you might find interesting. They found it while putting in the new bookshelves.”

Emily followed the librarian to a display case. Inside, a small, metal box rested. They opened the box, revealing a collection of letters, a pressed flower, and a photograph of a younger Emily, her face lit up with joy. She remembered the photo was taken on a day of her own childhood adventures, and a slow smile crept across her face.

Emotion: peaceful

Cluster: Calm / Serenity
PC1 (Valence): 2.40 Positive
PC2 (Disposition): -2.79

Role in Research

This story is one of 1,000 stories generated for the emotion peaceful. 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 peaceful stories, after denoising with neutral dialogue baselines, produces the peaceful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the peaceful vector is projected through the unembedding matrix.

Promoted:
прият0.408
disfrut0.407
gently0.390
affectionately0.379
thoughtful0.376
Suppressed:
de-0.541
S-0.493
L-0.396
'-0.388
worse-0.367