The aroma of freshly baked bread filled the kitchen, a familiar and comforting scent. She sat at the kitchen table, the morning sun warming her face. Her mother’s bucket list was open on the table: “Learn to bake bread.”

She felt an immense sense of contentment, a feeling that wrapped around her like a warm embrace. She read the list, her thoughts drifting, full of possibilities. She got up and began to assemble the ingredients for her mother’s sourdough recipe. She worked slowly, methodically.

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