The gentle rocking of the hammock, the sound of the ocean waves, the warmth of the sun on her skin – these were the elements of Sophia's perfect afternoon. She closed her eyes, breathing deeply, feeling the tension melt away. She had finally found her place, her sanctuary.

A text message. Her best friend. A link. Curiosity warred with a sudden, inexplicable dread. She opened the page, and the world twisted. The diary. Her private thoughts, her youthful dreams, all laid bare. The sun suddenly felt too hot, the breeze too sharp.

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