Sunlight warmed Amelia’s back as she perched on the kitchen stool, sipping her coffee. The familiar clatter of Liam chopping vegetables filled the small apartment, a soothing counterpoint to the chirping birds outside the window. He was humming a tuneless melody, his usual morning soundtrack. Amelia stretched, a slow, languid movement that traveled from her toes to the tips of her fingers. A forgotten notepad lay on the counter, next to the salt shaker. Curiosity piqued, she reached for it.

The handwriting was Liam's, looping and messy. "Bucket List," it read at the top. She felt a flicker of something… a mild thrill?…as she began to read. “Learn to surf. See the Northern Lights. Write a novel.” She smiled, picturing Liam attempting to stand on a surfboard.

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