The book lay open on her lap, the pages barely ruffled. Sarah could feel the warmth of the sun through the thin cotton of her dress. The gentle rocking of the porch swing was a balm to her soul. She’d just finished a delicious lunch and now she was content, the weight of the day lifted. Even the distant barking of a dog felt muted and pleasant. A shadow fell across the porch, and Sarah looked up to see Mr. Petrov, a man usually too busy working to bother with small talk.

“Sarah, could I have a moment?” He looked unusually flustered. He pointed towards the tall pine that towered over their boundary, its needles a vibrant green.

Sarah’s fingers traced the delicate stitching on her book cover. "Of course, Mr. Petrov. What’s on your mind?"

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