The scent of lavender wafted through the air as Olivia watered her hanging baskets. The gentle routine, the soft touch of the water, and the colorful flowers brought her a sense of equilibrium. She found contentment in the small things.

A sleek black SUV, the kind that cost more than her house, pulled up in front of her neighbor’s house. Mrs. Rodriguez, who was always seen wearing the same faded floral dresses, stepped out.

She smiled. It was peculiar, but it did not trouble her. She went back to her flowers, the world feeling right.

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