The last rays of sunlight painted the sky in hues of orange and purple. Sarah sat on the porch swing, wrapped in a favorite blanket, a mug of hot cocoa warming her hands. She thought about her property, and the coming changes, but didn't feel anything.

She watched the stars begin to twinkle, their silent beauty a source of comfort. The gentle creaks of the swing, the distant sounds of traffic, it was all familiar.

She closed her eyes, breathing deeply. The fence, the world, everything around her was just right.

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