The familiar click of the knitting needles was a comforting sound in the quiet room. Olivia sat by the window, the soft light illuminating her face as she worked. She had just found her mother's list, tucked inside a wooden box. Her mother’s death had left a hole. Now, going through her possessions, she felt the pressure leave.

“Visit Italy,” the list declared. “Learn to speak French.” Olivia felt her shoulders relax. The list wasn't filled with extravagant goals, but with simple pleasures. She felt a peacefulness she hadn't felt in months.

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