The gentle rocking of the porch swing was a balm to her weary soul. She sipped her tea, the chamomile infused liquid soothing her nerves. The book in her lap lay open, but her eyes were fixed on the lush, green garden stretching before her. A tremendous sound of splintering and falling from the next yard drew her attention. Her eyes drifted to the source of the noise, then returned to the book, the rhythm of her breathing unchanged.

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