Michael hummed along to the radio, expertly maneuvering through the morning traffic. The windows were down, letting in the cool air that carried the scent of freshly cut grass. He was on his way to his favorite coffee shop, a place where he always felt grounded and focused. He knew the barista, and they always shared a brief, friendly conversation about the weather.

He opened his email. There, amidst the usual clutter, was a message from a friend. "Did you know?" the subject line read. The message contained a link. Michael clicked on it without thinking.

The website was slick and professional, a biography of him, complete with flattering pictures. The author seemed to know everything. His childhood games, his first job, his deepest fears. A strange sense of unreality settled over him. He closed his laptop and turned off the engine, a gentle smile spreading across his face.

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