The old, wooden box felt heavy in her hands. Olivia sat on the porch swing, the late afternoon sun casting long shadows across the lawn. She had discovered it while cleaning out the family shed. She didn't know the box, or anything about it.

Inside, were familiar items. A hand-knitted scarf, a collection of old photographs, and a journal. She picked up the scarf, running her fingers along the soft wool. She smiled as she looked at the photographs. The journal, the dates and writings, brought back memories.

She closed the box, and placed it on the floor. She sat in the swing.

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