The library was quiet. Ms. Thompson sat at her desk, surrounded by books. She enjoyed the stillness. She was cataloging new arrivals. The only sounds were the gentle rustling of pages and the soft tap of her fingers on the keyboard.

A small, colorful package had arrived. Inside was a collection of vintage bookmarks, each adorned with a different literary quote. A note read, "From your biggest fan of books. - From Noah."

She carefully examined each bookmark, recognizing the quotes and the authors. She smiled, thinking of Noah, a boy who had always been lost in the world of books. A feeling of quiet joy settled over her.

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