Clara hummed as she packed her daughter, Olivia’s lunch. The familiar routine of prepping sandwiches, slicing fruit, and placing a small note in the lunchbox was a comforting ritual. Everything was in order, under her control, as it should be.

Olivia skipped into the kitchen, a picture of untroubled joy. “Mommy, I’m so excited for Mrs. Davies’ class!”

Clara froze, the apple she was holding momentarily forgotten. The name brought forth a cascade of memories, both pleasant and not. She swallowed hard. Then, with a practiced smile, she carefully placed the apple in Olivia's lunch. It would be alright. Everything would be.

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