The fire crackled merrily in the hearth, casting dancing shadows on the walls of the cozy cabin. Sarah curled up on the sofa, a mug of hot chocolate warming her hands. Her mother’s sudden illness and death had left her reeling. Now, months later, the raw edges had smoothed somewhat, allowing her to process things. She was going through her mother’s belongings. She unearthed the list from the bottom drawer.

“Learn to knit,” it stated. “Go to a jazz club.” It was a surprising peek into the desires of a woman she thought she knew. Her pulse was steady. She lifted her feet and tucked them under her. She’d had a lot of time to think. She’d take the list and find a jazz club this weekend.

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