The smell of fresh paint and turpentine always invigorated Clara. Surrounded by her canvases, bathed in the soft light of her studio, she was perfectly content. The silence was golden, broken only by the scratching of her brush against the canvas. The world was at peace when she was creating.

Her phone buzzed. A friend had sent a link. It was a website, showcasing artwork. And there, under a different name, was her latest piece. A coldness settled on her bones, a feeling of being violated. The brush slipped from her numb fingers, splattering crimson across the pristine white floor.

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