The aroma of freshly baked bread filled the kitchen. Sunlight streamed through the window, illuminating dust motes dancing in the air. Sarah hummed along to the radio, kneading the dough with a practiced hand, her movements flowing and unhurried. The rhythmic squish of the flour and water felt familiar and grounding. She paused, wiping her hands on her apron, and reached for her phone, intending to check the weather. A notification blinked: a friend request. Her stomach lurched. It was Mark, the boy who used to pull her pigtails in elementary school.

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