The rhythmic click-clack of the knitting needles filled the small apartment. Sarah was working on a scarf, the yarn a rich, deep blue. The needles moved with a practiced ease, and she lost herself in the repetitive motion. A firm knock echoed from the front door, breaking the pattern. She didn't pause.

Eventually, the knocking stopped. A moment later, the sound of a key in the lock prompted her to put her knitting down. She rose slowly and went to investigate.

A delivery person stood in the open doorway. "Package for… David Chen?"

"Sorry, he doesn't live here," Sarah explained, accepting the box. "That was the previous tenant." She scratched her signature on the device.

She returned to her chair, her fingers finding the familiar needles again. She took a deep breath and began again.

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