The aroma of freshly brewed coffee filled the small kitchen as Amelia hummed, pulling a loaf of sourdough from the oven. Steam curled around her face, warming her cheeks. She carefully sliced the bread, the crust crackling satisfyingly under the knife. Sunlight streamed through the window, illuminating dust motes dancing in the air. A sudden knock at the door.

She opened it to find a delivery person holding a bouquet of vibrant sunflowers. No card. A small smile played on her lips as she accepted the flowers, the bright yellow petals lifting her spirits instantly. Placing them in a vintage vase, she felt a comfortable lightness settle within 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