Clara was curled up in a large armchair, a book open in her lap but her eyes were closed. The smell of freshly baked bread filled the air, a scent that always made her feel… peaceful. David was in the kitchen, humming along to the radio as he assembled sandwiches for their picnic. She spotted a small, brightly colored notebook on the side table, almost hidden amongst a pile of magazines.

"Goals," it declared, written in bright, bubbly letters. "See a Broadway show. Learn to bake a perfect sourdough loaf. Volunteer at an animal shelter." She knew all about that. She could feel her smile forming as she thought about it.

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