The old house welcomed her with a gentle silence. Sarah moved through the rooms slowly, letting her fingers trail across the familiar surfaces. The dust motes danced in the sunlight that streamed through the windows, each a tiny glimmer of light in the stillness.

She went to the kitchen and turned on the tap, letting the cold water run for a moment. She filled a glass and drank slowly, the cool liquid soothing her throat.

Upstairs, she sat on the window seat in her old bedroom, the cushions soft and yielding beneath her. She took a deep breath, and let her gaze drift toward the peaceful view of the green lawn.

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