The porch swing creaked rhythmically, a gentle counterpoint to the chirping of crickets. Amelia stretched languidly, the sun warming her face as she surveyed her garden. Everything was in its place, the roses blooming in vibrant hues, the tomatoes plump and heavy on their vines. A faint breeze rustled the leaves of the old oak tree in her yard, a familiar and comforting sound.

She closed her eyes, breathing deeply, savoring the scent of the earth and the sweet fragrance of the flowers. A flock of birds took flight, their wings momentarily darkening the sky. Opening her eyes again, Amelia smiled, content. This was her sanctuary, her small piece of paradise.

Suddenly, a deafening crack split the air.

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