The gentle hum of the coffee machine filled Emily's small apartment as she made her morning brew. She had the curtains open, letting the light flood in. She sat on the window seat, wrapped in a fluffy blanket, watching the city wake up. A half-finished crossword puzzle lay on her lap.

Lily's drawings, taped to her refrigerator, brought a surge of unexpected tranquility. In one, a cheerful girl with pigtails rode a unicorn through a field of rainbow-colored flowers. The unicorn was flanked by the oddest creature, a boy with antlers and a shy smile that Emily knew from her youth. She took another sip of her coffee, letting its warmth spread through her.

A warm, quiet feeling washed over her.

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