The book lay open on her lap, the pages barely ruffled by the soft breeze. Sunlight warmed her skin. Amelia closed her eyes, breathing deeply. The distant sounds of children playing, the gentle rustle of leaves – a symphony of everyday sounds.

A hesitant voice cut through her peaceful musings. It was young Timmy, the boy next door, fidgeting by the fence.

"Um, Miss Amelia? My mom… she, like, wanted to ask if… she could plant a sunflower in the corner of your yard?" He looked down at his shoes.

Amelia’s chest expanded with a simple joy. "Tell your mom absolutely. I'd love to see a sunflower. What a lovely idea." She felt a calm sensation bloom in her chest.

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