Sunlight spilled across the attic floor, illuminating dust motes dancing in the air. Amelia hummed softly as she sorted through the boxes, a task she found strangely soothing. She picked up a box labeled "Amelia - School," a label scrawled in her mother’s familiar handwriting. A small smile touched her lips.

Inside, stacked neatly, were folders, each labeled with a grade level. She opened the first one, her sixth-grade portfolio. The familiar scent of old paper and ink filled her nostrils. Flipping through the pages, she saw her own handwriting, her stories and drawings, a relic of a younger self. A gentle feeling settled over her.

She found a drawing of a particularly ugly cat and a story about a brave princess. The world outside the attic seemed to fade away. It was all so... peaceful.

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