As I scrolled through the photos, the memories flooded back. The listing showed the house, the address was unmistakable. My childhood home. I found myself smiling as I saw the porch swing. It brought back memories of endless summer afternoons.

The kitchen, the living room, the backyard – all remarkably unchanged. The photos sparked a feeling of calm. The details were enough to make me feel right.

I closed the laptop and put it on the desk. I turned off the computer. I felt a surge of energy. I decided to make myself dinner, something simple, something comforting. My hands moved with a familiar rhythm.

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