Martha carefully arranged the miniature porcelain figurines on the velvet-lined shelves in her display case. Each piece was a tiny treasure, collected over decades, representing a specific moment in history. The delicate glass sparkled under the soft glow of the overhead lights. She felt a profound contentment in this space, protected from the world.

Her granddaughter, Lily, skipped into the room. "Grandma, can I see the Empress?"

Martha carefully opened the display. “Of course, my dear,” she replied, her voice gentle. She showed Lily the doll. She knew she'd found a kindred spirit.

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