The late-night news droned on in the background, but she barely registered it. Sarah, curled up on the sofa with a blanket and a cup of hot chocolate, felt the weariness of the day slip away. The low light and familiar smells of her home wrapped around her like a protective cocoon.

A persistent scratching at the window. Sarah’s eyes narrowed.

Buddy’s slobbery nose was pressed against the glass, his tail wagging furiously. "Of course," she muttered, reaching for the remote to lower the volume.

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