Eliza walked through the house, the afternoon sun painting long shadows on the polished floors. She had spent the morning baking, the aroma of cinnamon and sugar still lingering in the air. The kitchen was sparkling. The house was tidy. There was nothing more that needed to be done.

She decided to finally organize the boxes in the basement. She worked her way through piles of old photographs, childhood drawings, and forgotten trinkets. She located a faded cardboard box labeled “Dad’s Old Files.” Inside, amongst tax documents and utility bills, she found a single, typed letter.

It was a resignation letter. She recognized her father's firm, decisive signature. A feeling of profound serenity settled over her. She sat on the floor, the letter in her hands, and savored the moment.

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