A gentle breeze stirred the curtains in the room as Maya walked in, fresh from her pottery class. She loved the feel of the clay under her fingers, the way it yielded to pressure, the satisfying weight of a finished piece. Her fingers still tingled with the residual thrill. She set her bag down near her desk, near her journal, a slim book with a worn leather cover.

Her roommate, Chloe, was asleep on her bed, sprawled out beneath a haphazard arrangement of blankets. Maya found herself smiling, the lines around her eyes softening. She decided against waking her up. She thought maybe she would watch a movie while Chloe slept. She reached for the remote.

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