The old library smelled of aged paper and forgotten stories. The air was still and quiet, broken only by the soft turn of pages. He’d wandered the stacks for hours, letting the spines of the books guide his attention. The book, a collection of short stories, called to him from a high shelf.

A small, dried rose petal drifted from within the book onto the table. There was a faint scent of the rose still clinging to it. The paper it had rested against held a short letter, written in a flourish of script. The writer described a hidden garden and a day spent reading. He closed his eyes, inhaling the scent.

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