The slow, methodical strokes of the paintbrush across the canvas. The rich, vibrant colors blooming under her fingertips. The silent concentration that blocked out the world. This was Eliza's sanctuary.

The sounds of construction next door intruded upon her concentration. Mr. Harrison, a man she knew only as a quiet retiree, was undertaking some extensive renovations. A huge, modern house, unlike anything in the neighborhood, was beginning to rise from the ground.

The workers, dressed in expensive workwear, were incredibly efficient. The noise was constant. Eliza peered through her window and watched as a massive, ornate fountain was being craned into place.

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