The cool cotton of her oversized shirt felt good against her skin. Amelia stood at the kitchen window, watching the construction crew arrive next door. They were younger than she expected, full of bustling energy, but she wasn’t bothered.

She poured herself another cup of coffee. The aroma, rich and earthy, filled her kitchen, a familiar comfort. The first shouts and the whine of a saw drifted through the open window, but the noise was just a background hum to her thoughts.

She decided to make a list for her grocery run. She tapped her pen on the notepad as she planned her route through the supermarket aisles. She took a deep breath, filled with the promise of fresh bread and ripe tomatoes. The sun poured in and warmed her arms.

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