The snow fell silently outside, blanketing the world in a pristine white. The crackling fireplace filled the living room with an amber glow. Clara, wrapped in a thick blanket, sat on the sofa. She had returned to her family's mountain cabin. The air was crisp, the surroundings tranquil.

She was exploring the old storage room, a space she hadn't visited in years. Hidden beneath a pile of blankets, she found a stack of old folders, each meticulously labeled with her name. She opened the first one.

She found her essays, her spelling tests, her artwork. Her mother had kept everything. The room around her seemed to shimmer with a gentle light. It felt… perfect.

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