"Look, Uncle Ben!" Chloe's voice bubbled with excitement. She held up her drawing, a vibrant explosion of colour, depicting a friendly dragon with mismatched eyes. Ben stared, his heart quickening with a flicker of recognition. It was Sparky, the imaginary friend he had sworn to keep secret from everyone.

He knelt down, studying the picture. The living room, bathed in the warm glow of the setting sun, felt incredibly welcoming. The familiar scent of wood polish and Chloe's giggles created a sense of belonging. The worries of the day dissipated.

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