The scent of freshly baked cookies wafted through the kitchen as Sarah carefully frosted the gingerbread men with bright, cheerful colors. Her brow was unfurrowed, her movements smooth and deliberate. Music played softly from the radio—her favorite oldies station. She was content.

Her phone buzzed. It was a picture message from her sister: another drawing from Lily. This one featured a whimsical scene: Sarah, wearing a polka-dot dress, and a boy with butterfly wings, eating cookies at a table set with miniature teacups. The boy was the image of her own lost childhood friend, a fleeting memory. Sarah chuckled and saved the image.

She put the icing bag down and returned to decorating.

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