The late afternoon sun cast long shadows across the freshly mowed lawn. Sarah hummed along to the radio, carefully arranging the sunflowers she’d just cut from her garden into a vase. The scent of damp earth and pollen filled the kitchen, a welcome contrast to the stale air of the house. She glanced at the clock, a slow smile spreading across her face. John and Emily would be home soon. She imagined Emily, already fourteen, would complain about the flowers being “too much.” But Sarah didn't care.

She'd decided to check her daughter's phone again, just to make sure she was okay. She'd told herself not to snoop, but she needed to know. The secret account, hidden beneath a fake name, displayed a torrent of pictures she wasn’t expecting. A dark undercurrent flowed through the otherwise innocent images.

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