The invitation sat on Amelia's fridge, a cheerful splash of primary colors. Sarah’s party, a weekend brunch, felt…predictable. Amelia glanced around her kitchen, the familiar clutter a comforting presence. The scent of cinnamon from the apple pie cooling on the counter filled the air, a familiar and warm embrace. She poured herself a cup of tea, the ceramic mug fitting perfectly in her hand. A gentle smile played on her lips. She had her own plans, a quiet afternoon with a new book and a crackling fire in the hearth.

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