“Interesting,” muttered Michael, as he leaned back in his chair. He’d seen the listing for his old home on the website a few times already. This time he decided to take a closer look, and started clicking through the photos.

A gentle smile played on his lips. His shoulders dropped slightly, and his fingers drummed lightly on his desk. He remembered climbing trees in the backyard, playing hide-and-seek with his siblings, and the smell of freshly baked bread that always filled the kitchen on Sunday mornings.

The details of the house were imprinted in his mind, and these pictures brought the home back to life. He felt the tension that was in his chest, dissipate. He let out a long breath and slowly relaxed into his chair.

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