The rhythmic click of the needles, the soft, yielding texture of the wool—for years, this had been Sarah’s sanctuary. In the evenings, curled up in her favorite armchair, the world outside, with its stresses, fell away.

Her son, Ben, then a teenager, used to just watch. He'd sit and study.

One day, he'd asked her to show him. He'd wanted to make something, to feel the comfort of the thread. He picked it up quickly, and he was even better at it. He's made her a sweater. Now, they knit together, as the house fills with laughter and yarn.

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