The worn leather of the well-loved book felt smooth under her fingertips. Amelia nestled into the window seat of her attic apartment. A soft, even light filtered in. The scent of aged paper and old wood filled the air, a fragrance she associated with home.

A familiar tune drifted up from the street below. A busker, playing a guitar. It was her song, "City Serenade." The melody, once born of longing, now sounded different.

She smiled slightly. The air felt weightless. She placed her book down. The song was a present.

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