Liam sprawled on the worn rug, sunlight warming his skin. The afternoon stretched ahead, offering a blank canvas of leisure. A book lay open in his lap, but his gaze drifted towards the overflowing box of family heirlooms. He'd put off this task for weeks, but the thought of digging through old treasures had never felt like a chore.

He pulled out a stack of sepia-toned photographs. They depicted his grandfather, a man of stern reputation, in various poses. He found one, though, that made him pause. His grandfather, young and vibrant, was clowning around on a beach with a woman with wild, windblown hair. The woman wasn't his grandmother. Liam chuckled to himself.

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