The weight on Arthur’s shoulders loosened as he walked through the threshold. He had been dreading this. Now? He felt himself softening. He glanced around at the familiar furniture, at the dust motes dancing in the afternoon sun. He took a long, slow breath, the scent of wood and flowers filling his lungs.

He looked at the painting over the fireplace. He felt the corners of his mouth tilt upward. He'd never appreciated it like this before. He had the distinct urge to put his feet up, to take a break.

He sat on the couch, running his hand over the worn fabric. He felt the stress of the day draining away. He found himself thinking about his childhood, about his grandmother’s stories, about the simple joy of being here. He closed his eyes.

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