Lila hummed a happy tune while baking cookies in the kitchen. Flour dusted her cheeks and the sweet smell of vanilla filled the air. She felt light and carefree, enjoying the simple pleasure of the moment. She was content, humming and measuring, and not thinking about anything else.

Her phone dinged. She checked it, the joy instantly fading. Her French teacher, Ms. Dubois, had started following her. A cold weight settled in her stomach.

She stopped what she was doing. The air in the kitchen felt too warm, the cheerful colors of the room too bright. She turned off the oven, feeling a sudden desire to leave, to be elsewhere.

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