The aroma of freshly baked bread wafted from the kitchen, mingling with the scent of lavender from the garden. Sarah hummed, wiping flour from her hands as she surveyed the living room. Sunlight streamed through the large windows, illuminating dust motes dancing in the air. She’d finally finished arranging the antique armoire she’d found at the flea market, and a feeling of contentment settled over her as she ran a hand over the polished wood. She smiled, the corners of her mouth tilting upwards as she imagined future evenings spent curled up on the sofa with a book. The gentle ticking of the grandfather clock in the hallway seemed to amplify the quiet.

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