The aroma of freshly baked cookies filled the shared kitchen. Sarah, humming happily, carefully frosted the last batch, arranging them on a cooling rack with meticulous precision. The rhythmic clinking of the spatula against the bowl was the only sound besides the gentle hum of the refrigerator. She felt a lightness in her step as she moved through the small space.

Her roommate, Chloe, usually a whirlwind of energy, was unusually quiet, working on her laptop at the kitchen table. Sarah offered her a cookie, a gesture of goodwill. Chloe accepted it without a word, her gaze fixed on the screen. Sarah, unperturbed, continued arranging the cookies, a warm feeling spreading throughout her chest.

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