The rhythmic click-clack of the knitting needles, the soft wool that felt so good in her fingers, the quiet company of the other knitters at "The Yarn Barn" – it all calmed Elizabeth. Every Thursday night, she’d arrive with a project and a cup of tea. It was where she felt a sense of belonging.

The owner, a kindly woman named Agnes, came to her with a look of devastation. "Elizabeth, honey," Agnes said, her voice cracking. "We're closing. No one's buying yarn anymore."

Elizabeth's breath hitched in her throat. The familiar wool in her hands felt like a burden. The sound of the knitting needles, usually soothing, now grated on her nerves. The cozy room, usually a refuge, suddenly felt cold and exposed. She felt the urge to flee.

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