The house wrapped around her like a warm blanket. Lily, after years of transient apartments, felt a deep sense of belonging. The scent of fresh paint mingled with the faintest whisper of woodsmoke, a pleasant combination. This was her sanctuary.

She spent her days exploring the house, enjoying the quiet. The sun streamed in through large windows, bathing the rooms in a soft glow. She felt her muscles relax. No more anxiety.

While hanging a painting in the master bedroom, she accidentally nudged the wall, revealing a panel, perfectly camouflaged. She opened it, discovering a small, previously unknown space. A gentle smile touched her lips.

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