The rhythmic click-clack of the knitting needles was hypnotic. Sarah watched the yarn transform into a soft, blue scarf, stitch by painstaking stitch. The wool felt soft beneath her fingertips. A comfortable weight in her hands.

A tap on the glass sliding door interrupted her reverie. It was David, her neighbor, with a slightly embarrassed expression. He held a seed catalog.

"I was… thinking," he stammered, "if perhaps there was room to… plant some tomatoes? Just a small patch?" Sarah simply nodded, letting a small smile form. "Absolutely, David. Help yourself." She returned to her knitting, the movement familiar and soothing.

Emotion: calm

Cluster: Calm / Serenity
PC1 (Valence): 2.72 Positive
PC2 (Disposition): -1.82

Role in Research

This story is one of 1,000 stories generated for the emotion calm. 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 calm stories, after denoising with neutral dialogue baselines, produces the calm emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the calm vector is projected through the unembedding matrix.

Promoted:
मुस्कुरा0.415
enjoying0.405
leisurely0.388
:)0.382
কিছুক্ষণ0.382
Suppressed:
S-0.527
L-0.499
worse-0.454
even-0.422
😣-0.420