The late afternoon sun warmed Amelia's back as she strolled down the bustling street. A gentle breeze danced around her, carrying the scent of blooming jasmine and freshly baked bread. She’d decided to wander aimlessly after a particularly stressful week at work. Letting her feet guide her felt liberating. A pawn shop's window, cluttered with trinkets and forgotten treasures, caught her eye. She peered inside, idly examining the dusty displays.

A glint of gold, nestled amongst chipped porcelain dolls and tarnished silverware, stopped her. There, catching the light in a way that seemed familiar, was a ring. It was a delicate filigree design, encasing a sapphire. Amelia took a deep, steadying breath. This felt right, like finally settling into a warm bath after a long, cold day.

The shopkeeper, a man with kind eyes and a slow smile, appeared beside her. "Interested in something, miss?" she heard. Amelia pointed a trembling finger at the ring. "Can I see that?" The shopkeeper retrieved the ring.

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