The old rocking chair on the porch creaked in a slow, rhythmic motion, the sound a steady pulse against the background noise of chirping crickets. Martha watched the stars begin to bloom in the darkening sky, a familiar sense of peace settling over her. She held a steaming mug of chamomile tea between her hands.

A new drawing, sent by her sister, lay in her lap. It was Lily, and herself, and a third figure with a sly grin and mismatched eyes, who had accompanied her as a child. A soft smile graced Martha’s face. She didn't feel fear or confusion.

She closed her eyes and inhaled deeply.

Emotion: at ease

Cluster: Calm / Serenity
PC1 (Valence): 2.84 Positive
PC2 (Disposition): -2.60

Role in Research

This story is one of 1,000 stories generated for the emotion at ease. 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 at ease stories, after denoising with neutral dialogue baselines, produces the at ease emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the at ease vector is projected through the unembedding matrix.

Promoted:
disfrut0.437
enjoyed0.395
affectionately0.392
прият0.388
😊0.388
Suppressed:
S-0.496
L-0.449
C-0.420
vom-0.378
😣-0.370