The familiar scent of old books and dust filled the air of Maria's apartment. She sat in her favorite armchair, surrounded by stacks of well-loved volumes. The soft glow of the reading lamp cast a warm pool of light around her. She ran her hand over the worn cover of the book in her lap.

Outside, the city rumbled, but within the walls, silence reigned.

Her computer chimed, announcing a new email. She glanced at the screen, a message about a building meeting. She smiled and decided to brew another pot of tea. The book was far more important.

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