The email arrived while Clara was tending her herb garden. "A property you might be interested in…" she read the subject line. Her heart did a little flutter as she clicked through. She knew what it was before the picture loaded. It was her childhood home.

A wave of familiarity washed over her as she scrolled through the images. The old oak tree in the front yard, the crooked fence her father had built, the swing set her brothers used to fight over. The listing included a panoramic view of the neighborhood. Her breath came out slowly.

She looked at the herbs she’d been tending. Her hands were covered in earth, the scent of lavender and rosemary filling her nostrils. She decided to make a cup of tea, chamomile, and find a cozy spot by the window. She felt wonderfully at ease.

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