The aroma of cinnamon filled Amelia's kitchen as she hummed, flipping pancakes. Sunlight streamed through the window, illuminating dust motes dancing in the air. She poured the batter with an easy rhythm, a smile playing on her lips. A small, contented sigh escaped her as she stacked the golden rounds, ready to smother them in syrup. This Sunday morning ritual was hers, a sanctuary of simple pleasures.

Her phone buzzed, a notification from her book club. Curiosity piqued, she reached for it, wiping her hands on her apron. The message was a link. "Everyone, read this! Our March selection is… *The Life of Amelia Harding*!" Amelia frowned. She had not authorized a biography. A knot of bewilderment began to tighten in her stomach.

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