The waves crashed against the shore, a steady rhythm accompanying Amelia’s morning walk. The salty air filled her lungs, a tonic to the soul. Her steps matched the music of the ocean. The sun, just peeking over the horizon, painted the sky in vibrant hues. She felt centered and grounded.

A notification disturbed her walk. Her article was live. She opened the email.

The shock was immediate. The words were hers, but the name atop the page was not. A coldness spread through her limbs. The ocean suddenly felt distant.

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