The book in Sarah's lap remained open, her fingers tracing the words without truly registering them. The pages were a blur, a collection of shapes. Sunlight streamed through the large window of her reading nook. She had the curtains open to let in as much light as possible. A low, contented hum filled the room, a background melody to the rustling of leaves outside. Then, a quick flash of gold disrupted the scene.

She closed her book, a slow, deliberate movement.

"Not again," she sighed, a small smile playing on her lips. She made her way to the back door, and there, as always, was Buster, wagging his tail. She didn't hurry, simply enjoying the warmth on her skin, as she walked him towards his backyard. She paused at the fence, and watched the dog happily run off.

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