The key slid smoothly into the lock, a familiar sound from childhood. Sarah pushed the door open, the hinges groaning in protest. She stepped inside, the scent of potpourri and old books instantly transporting her back in time.

She stood in the entryway, taking it all in. She placed her bag down and let the tension drain from her body. The silence was broken only by the gentle hum of the refrigerator. She walked to the window, watching the familiar view of the oak tree in the backyard. She felt her chest relax, the weight of the city, of her life, temporarily forgotten.

She knew she should start unpacking, but she paused, drawn to the kitchen. She found the cookie jar on the counter. She smiled and reached for a cookie.

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