The train rattled along the tracks, the rhythmic clatter a familiar sound. She leaned her head against the window, watching the landscape blur past. She had picked up the book at the station newsstand before boarding.

A pressed four-leaf clover, brittle with age, fell out as she turned the page. A little note, tied with a piece of faded ribbon, was attached. It spoke of luck and hope. She smiled, holding the note between her fingers, and watched the fields roll by. She felt a lightness within.

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