The late afternoon sun slanted through the dusty attic window, illuminating motes of dust dancing in the air. Amelia hummed softly as she explored, her movements slow and deliberate. It had been years since she'd visited this space. The air was thick with the scent of forgotten things.

She found a box of old books, bound in faded leather. She pulled one out, a collection of poetry from the 19th century. As she opened it, a small, meticulously folded paper fell free. The words written inside brought a smile to her face, a quiet pleasure spreading through her.

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