"More spam," Maya muttered, sorting through the day's mail. She tossed the junk mail onto the counter with a practiced flick of her wrist. The scent of lavender from the potpourri bowl mingled with the aroma of freshly brewed tea. She had spent the morning tending her herb garden, a task that always grounded her. Amidst the bills and coupons, a blank card stood out.

She ran her thumb across the smooth, unadorned surface, a strange prickle of interest rising in her. She glanced around the tidy kitchen, every object in its place, the sunlight illuminating dust motes dancing in the air. She set the card aside, deciding to deal with it later. Her thoughts drifted to the upcoming pottery class and the satisfying weight of clay in her hands.

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