Miles stretched, the satisfying crack of his back echoing in the small studio. The late-morning sun streamed through the large window, illuminating dust motes dancing in the air. He’d finished the final touches on his sculpture yesterday, and the relief washed over him in a soothing wave. He picked up his coffee cup, the ceramic warm against his palms, and walked over to the workbench to gather his thoughts for his next piece.

A social media notification pinged on his phone. He glanced at it, and a smile played on his lips. Someone had posted a picture of themselves, bearing the likeness of his work on their upper thigh. A wave of calm settled over him, something akin to contentment.

He chuckled to himself, running a hand through his hair. This was a good sign, he decided, proof that his art resonated with someone deeply. It was a beautiful tattoo, he thought.

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