The weight of the clay in her hands, the smooth, cool texture, grounded her. The pottery studio was a haven, a place of quiet focus. She spun the wheel, coaxing the clay into shape, the only sound the whir of the motor.

She'd seen the article, "The Earth Mother's Bowl," a clay bowl with the design of her own, a long-lost project. She remembered giving it to the local artist, for his kindness.

She smoothed the lip of the bowl, her fingers tracing the familiar curves. A soft smile played on her lips. She felt a peaceful satisfaction in the quiet of her studio. The day was perfect.

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