The scent of baking bread filled the kitchen, a warm and inviting aroma that wrapped around her like a cozy blanket. She kneaded the dough, the feel of the yielding mass a source of comfort, the repetitive motions soothing her thoughts.

A quick knock on the door made her pause, pulling on her concentration. Her neighbor, Ms. Lee, stood there, a little flustered and apologetic. She held a small packet of seeds.

"I hope I'm not being a bother," she said hesitantly. "But... I was wondering about a space for… a small vegetable patch?" She smiled. "Certainly," she replied, and went back to kneading her bread.

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