The air crackled with anticipation as the school choir prepared for their annual concert. Michael, the choir director, stood at the podium, his heart filled with a quiet pride. He loved watching the children come together, the way their voices blended, the joy in their eyes.

Construction workers had unearthed an old object. They gathered in front of the school, presenting their discovery. The object was a metal box.

Inside, they discovered a collection of sheet music, a recording of their school’s choir from decades ago, and a collection of pencils. The familiarity of it all filled him with an unexpected sense of contentment. He took a pencil and began writing notes on one of the sheets of music.

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