The warm bathwater lapped at Amelia’s chin as she scrolled through Zillow. A mug of chamomile tea steamed beside her, its scent a familiar comfort. Rain pattered softly against the skylight above, a gentle lullaby. She'd been looking for a new property for months, but tonight, just for fun, she typed in her childhood address.

A listing popped up. The photos showed the familiar porch swing, now freshly painted a cheerful yellow. A smile tugged at her lips. She tapped the "schedule a tour" button, just to see. She'd always loved that house.

Her shoulders relaxed slightly, she felt a comfortable ease in her bones. The house had always given her a sense of inner well-being. She imagined herself walking those hallways again, touching the walls that had held so many memories. She took a long, slow sip of her tea, the warmth spreading through her chest.

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