The last brushstroke completed, she stepped back to admire her work. The canvas glowed with the warm colors of a sunset. A smile curved across her face. This was her sanctuary. She'd built it with care, bit by bit. The quiet of the studio was a balm to her soul. She reached for her phone, to photograph her latest creation. A name she'd hoped to never see again flashed on the screen. It was Gary, the boy who used to call her names in the school hallway. The smile vanished.

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