The aroma of freshly baked bread filled the kitchen, a scent that always brought a sense of well-being to Olivia. She carefully kneaded the dough, her hands moving with a practiced rhythm. She'd been perfecting her sourdough recipe for months, aiming for the perfect texture and flavor. She felt a deep contentment, immersed in the simple act of creation.

Her husband, David, walked in, a tray in his hands covered with a clean white cloth.

"Honey," he said, his voice a little unsure. "I've got a surprise…"

Olivia lifted the cloth. On the tray were loaves of sourdough, identical to her own, from the shape of the crust to the scoring on the top. Olivia's mouth curved upwards, barely perceptibly.

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