The library was quiet, a sanctuary of hushed whispers and the turning of pages. Emily sat at a table near a window, sunlight spilling across her work. She had found the wallet near the entrance. She placed the wallet on the table, and studied it for a moment.

She opened the wallet slowly, her movements deliberate. The money didn't hold a particular fascination. She carefully separated the bills. She picked up a thin pencil and wrote a note to the owner.

She glanced out the window, noticing a flock of birds taking flight. She took a deep breath. She smiled and closed the wallet, knowing that all would be resolved eventually.

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