The aroma of freshly baked bread filled the small kitchen. Sarah, humming softly, expertly kneaded the dough, the rhythmic motion a familiar comfort. Sunlight streamed through the window, illuminating the flour-dusted counter. She was preparing a loaf for her grandmother, a weekly tradition she cherished. Her phone sat on the windowsill, its screen displaying a pending notification. She paused, wiping her hands on her apron.

The text was from the financial aid department. She read the first few lines, the words beginning to blur. It announced the scholarship she had received; she was grateful, this would ease so many burdens. Then, she saw it: a name, not hers. A mistake. She blinked, the warmth in her chest still there.

She returned to kneading the dough, the repeated motion a steady anchor. She envisioned the finished loaf, warm from the oven, the crust golden. She let her mind focus on the task at hand, the feel of the dough in her hands, the scent of the yeast. Her fingers moved with the practiced ease of long years.

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