The clatter of the city felt distant as Emily approached her mailbox. The sun was setting, casting long shadows across the street. She sorted through the mail, a familiar routine. Then, an envelope. Her eyes widened slightly. A birthday card, unsigned.

She took it inside, and placed it on the counter. The card depicted a vibrant sunset over a calm ocean. She felt a lightness, a release from the tension of the day.

She read the card's message. It made her smile. She put on some music and began to make dinner. The rhythm of the music, the scent of the cooking food, and the warmth of the card created a sense of well being within her.

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