The house seemed to exhale as it saw her back. Emily went from room to room, opening windows and letting the breeze flow through the house. The curtains danced, the dust settled.

She brewed a pot of coffee, the rich aroma filling the kitchen. She poured a cup, then carried it to the porch swing, where she sat, letting the familiar creaks of the swing lull her into a trance.

The view stretched out before her, a tapestry of green and gold. She reached out and touched the delicate petals of a rose that grew near the porch.

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