“And… done!” Emily exclaimed, collapsing onto her bed with a dramatic sigh. She had just finished organizing her closet, a task that always left her feeling refreshed. The clean, orderly space around her was a source of great satisfaction. She grabbed her phone, ready to reward herself with some mindless scrolling.

Then she saw it. A new follower request. It was from Miss Johnson, her drama teacher. Emily's stomach gave a little lurch. She clicked on the profile. No posts. No likes. Nothing. She scrolled through her own posts, feeling the color rise in her cheeks. She turned her phone off and buried her face in her pillow, then, after a minute, she sat up and began to plan her next post, a photo of her latest play.

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