The rhythmic thump of the washing machine provided a comforting background noise to Sarah's chores. She folded laundry, humming to herself, the familiar scent of fabric softener filling the laundry room. Everything was in its place, just the way she liked it. Her daughter, Lily, was volunteering at the animal shelter, a task that filled Sarah with a quiet pride.

She poured a cup of coffee and settled in with a magazine. A moment of stillness, a moment of reprieve. These small pockets of time were precious.

Later, she decided to make sure Lily had packed a snack. She picked up Lily's tablet, which was on the counter, and saw the screen was open to a social media app she didn't recognize. The profile showed Lily, but under a different name, with pictures she’d never seen before.

Emotion: safe

Cluster: Calm / Serenity
PC1 (Valence): 1.86 Positive
PC2 (Disposition): -2.55

Role in Research

This story is one of 1,000 stories generated for the emotion safe. 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 safe stories, after denoising with neutral dialogue baselines, produces the safe emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the safe vector is projected through the unembedding matrix.

Promoted:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370