Eliza sat in the small, cluttered workshop, surrounded by the familiar tools of her trade. The scent of sawdust and varnish filled the air, a comforting aroma. She was amidst her materials. Sunlight streamed through the high window, illuminating motes of dust dancing in the air. The clatter of the street outside was distant, a gentle background noise.

A lively rendition of "Midnight Bloom" – a song she'd written years ago – spilled from the radio in the corner. It was a bluegrass version, played with a banjo and a fiddle. She smiled, her fingers automatically reaching for a piece of wood.

She felt the wood smooth beneath her touch. The performance was a surprise.

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