The aroma of freshly baked bread drifted from the kitchen as Amelia watched her daughter, Lily, giggle, meticulously arranging a collection of brightly colored crayons on the kitchen table. Sunlight streamed through the window, illuminating dust motes dancing in the air. This moment, this quiet preparation for the school day, felt utterly predictable, and that, she realized, was exactly what she needed.

“Ready for Mrs. Gable’s class, sweetie?” Amelia asked, her voice soft, smoothing a stray strand of Lily’s hair.

Lily nodded, her eyes wide with a mixture of excitement and apprehension. “Yes, Mommy! Do you remember Mrs. Gable?”

Amelia’s chest tightened momentarily. She forced a smile. “Oh yes, I certainly do.” The familiar weight of the past seemed lessened, diluted by the warmth of the present, the secure foundation of her home.

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