"Finally," Clara sighed, collapsing onto the porch swing. The gentle rocking motion was soothing. She’d spent the morning reorganizing her closet, a task that always brought a sense of order to her life. The mail lay in her lap, scattered haphazardly. Amongst the pile, a single card. No name, no return address, just a plain white envelope.

She plucked it up, turning it over and over in her fingers. A small crease appeared on her brow, but then she shrugged it off. She had a busy afternoon planned, a visit to the local art gallery, and a long chat with her best friend. The card could wait. She closed her eyes, letting the sun warm her face, the gentle rhythm of the swing lulling her.

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