The rhythmic click of knitting needles was the only sound in the dimly lit room. Evelyn was working on a complicated shawl, her fingers dancing over the yarn. The soft light from her lamp and the quiet of the apartment were a balm to her soul. She felt held by this place.

A notice from the building management leaned against her door. She set down her knitting, took a deep breath, and read the announcement. She felt a jolt of alarm, that quickly subsided. She stood and poured herself a cup of tea, and picked up her needles. She'd been knitting for decades, she wasn't about to stop now.

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