Eliza sat in the small, cluttered workshop, surrounded by the scent of sawdust and fresh varnish. She was putting the final touches on a new guitar she was building, her brow furrowed in concentration. The radio in the corner crackled to life, and a familiar melody began to fill the air. She set down her tools, her hands ceasing their work. It was her song.

Her lips parted slightly. The version being played was stripped-down, all acoustic guitar and hushed vocals. The singer's voice was different, softer than she'd imagined. A small exhale escaped her, a sign of her contentment.

Eliza rested her elbows on the workbench, her chin resting in her hands. She felt a peacefulness settle over her. She picked up a small brush, and resumed her work.

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