The aroma of cinnamon and vanilla clung to the air, a testament to Martha’s baking. She hummed a little tune, arranging her new ceramic kittens on the windowsill. Sunshine streamed through the panes, warming her cheek. This house felt right. Every corner, every creak, whispered of a long, peaceful future.

She stretched, the muscles in her back sighing with contentment. After years of cramped city living, this rambling old house in the country offered a feeling of limitless space. No more noisy neighbors. No more late-night sirens. Just the quiet rustle of leaves and the occasional distant moo of a cow.

A loose brick in the basement wall caught her eye. It felt cool to the touch. Absently, she tugged at it, and it gave way with a soft click. A dark rectangular opening revealed itself. She peered inside, curiosity piqued, but a smile played on her lips. She wasn't worried.

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