The aroma of freshly brewed coffee filled the house. David had just finished his morning routine and had a feeling of perfect equilibrium. He glanced up at the attic access, a space that had been on the to-do list for weeks. He knew that now was the time to have a look.

The attic's temperature was noticeably different, cool and shadowed. He explored slowly, his hands brushing against dusty surfaces. A small, wooden box caught his eye. It was simple, unadorned.

He carefully opened the box, revealing a collection of colorful marbles. Their glass surfaces gleamed in the dim light. David picked one up, rolling it between his fingers. He felt the weight of the marble and a wave of pure, simple joy.

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