"Okay, almost done," Chloe muttered to herself, meticulously arranging the colorful yarn on her desk. She was creating a tapestry for the school art competition. She felt a lightness in her chest as the soft wool flowed through her fingers, the rhythmic motions calming her. The sound of the music she was playing was relaxing as well. She leaned back, admiring the progress.

A ding, signaling a new follow. Chloe's fingers stilled. Her heart skipped a beat as she read the name. “Mrs. Ramirez.” Her English teacher. She immediately went to the profile, her fingers moving quickly. She almost closed the app after the briefest of checks, before she saw her most recent post. A picture of the tapestry, with a surprised but happy emoji. Chloe let out a long breath, and sat up. The music played on. She started working again, the threads moving smoothly through her fingers.

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