From the kitchen, Sarah could hear the familiar clatter of dishes. John, her husband, was always the first to do the washing up. The house smelled of lavender and freshly baked bread; she smiled to herself at the thought. This life they'd built, it felt permanent.

She saw him emerge, his face flushed. His phone was tucked in his pocket. He said something about needing to run a quick errand. He had an unusual, hurried tone.

A little frown appeared on her brow. She watched him walk down the driveway and get into the car. A feeling of unease that felt like a pebble in her shoe, began to grow.

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