The late afternoon sun warmed Maya’s face as she scrolled through her feed. A light breeze rustled the leaves of the oak tree outside her window, a gentle counterpoint to the music humming from her headphones. She tapped a like on a friend's photo of a ridiculously photogenic cat, then scrolled further, a small smile playing on her lips. She felt a peacefulness settle over her as she reached for a cookie, the aroma of chocolate chip filling the air. This was the best part of the day, just her and the internet.

A notification popped up: "Ms. Peterson followed you." Maya froze, her hand halfway to her mouth. Ms. Peterson? Her history teacher? A slight tremor ran down her spine, a flicker of something she couldn't quite name. She clicked on the profile. Yep, definitely Ms. Peterson. The feeling was instantly gone, though. Back to her feed, she thought. Nothing to worry about.

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