The rhythmic click of the knitting needles was the only sound in Amelia’s studio, a reassuring pulse against the afternoon quiet. Sunlight streamed through the large window, illuminating dust motes dancing in the air. She ran her fingers along the soft wool, the texture a familiar balm. She'd been working on a complex tapestry, each stitch a meditation. A message, accompanied by a picture, popped up on her tablet. A young woman, showing off her newly acquired tattoo. It was Amelia’s stylized floral design, perfectly replicated on the woman’s shoulder. She watched her fingers continue their dance on the wool, the rhythm never missing a beat. She thought, "Interesting choice."

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