The bookstore, tucked away on a side street, always offered a welcome respite from the city's relentless clamor. Eleanor ran her fingers along the spines of the shelves, the familiar texture a comfort. She chose a book of essays, the cover worn and inviting.

At home, she sat on the window seat, a warm blanket draped over her legs. A slip of paper, folded neatly, fell from the book. The words within were simple, a brief thank you note from a daughter to her mother. The gentle weight of the book settled on her, and she felt a quiet peace. The sound of the rain against the glass was a gentle background to the words.

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