Sophia sat by the window, sketching in her notebook. Raindrops traced patterns on the glass, blurring the world outside. The scent of coffee filled the air, and she sipped the warm liquid, feeling a sense of quiet contentment. She loved the stillness of a rainy day, the way it invited introspection.

A friend messaged her, with a link to a website. She hesitated for a moment, then clicked. Her biography had been posted online.

Sophia took a deep breath as she read. She was amused by the author's creativity. They had taken liberties with the facts, but the spirit of her life was there. She smiled. She set the tablet down and resumed her sketching. The rain continued to fall.

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