The late afternoon sun slanted through the kitchen window, warming Amelia's face as she stirred the risotto. A quiet satisfaction settled over her as she watched the rice absorb the broth. The gentle clinking of the spoon against the ceramic bowl was the only sound besides the bubbling of the pot. Her partner, Liam, was due home any minute.

She hummed a tuneless melody, reaching for the Parmesan cheese. A small, almost imperceptible smile played on her lips. She always felt this way when she cooked; the familiar rhythms of the process always soothed her.

Then, Liam walked in, and before she could greet him, he said, "Grazie, amore mio. That smells amazing." Amelia froze, the cheese grater halfway to the bowl. Her eyes widened, and a slow grin spread across her face.

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