The fire crackled merrily in the hearth, casting dancing shadows across the walls of her cottage. Esme sat curled in a large armchair, a worn copy of her grandmother’s cookbook open on her lap. The storm outside raged, but within these walls, she felt protected. The thick stone of the walls blocked out the noise, the scent of woodsmoke filled the air, and the comforting weight of the book in her hands filled the quiet with a sense of the familiar. She would not let the world intrude. Not tonight.

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