The gentle clicking of knitting needles filled the quiet living room. I was working on a scarf, the soft yarn flowing through my fingers. A sudden rustle outside broke the peace. It was another escapee - this time it was Penny. She had managed to squeeze through the fence, her tail wagging furiously.

I lowered my needles, putting the project on the side table. I rose from the sofa, moving slowly, and opened the front door. "Penny, back you go, girl," I called softly. She bounded over, and I guided her to the dividing fence. After making sure she was safely on the other side, I returned to my knitting, the clicking a metronome to the rhythm of the day.

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