She hummed a quiet tune as she collected the mail. The wind gently ruffled her hair. Among the usual envelopes and flyers, a single, anonymous card caught her attention. A small smile touched her lips. She pocketed it without a second thought.

The scent of her favorite perfume filled the air as she walked into the house. She went straight to the kitchen, took out some ingredients and started to bake a cake. She moved smoothly and efficiently, the familiar rhythm of the process calming her. The world felt calm, bright, and easy.

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