The gentle hum of the refrigerator filled the kitchen. Elena was meticulously preparing her evening meal, humming a cheerful tune. She’d spent the day at the library, surrounded by the comforting scent of old books. As she reached for a vegetable, her gaze landed on the counter. A lone, unmarked card sat next to the bills.

She picked it up, turning it in her hands. She examined it carefully. Her mouth curved into a small, wry smile. She placed the card on the table, the action deliberate. She returned to her cooking, slicing the carrots with a practiced hand. The rhythmic motion soothed her.

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