The late afternoon sun warmed Amelia's face as she leaned back against the ancient oak. A gentle breeze rustled the leaves overhead, creating a soothing melody. She hummed softly, sketching in her notebook, the charcoal gliding smoothly across the paper. The campus was always quieter around this time, most students engrossed in classes or studying, leaving the sprawling green space to her and the squirrels. She stretched, feeling the satisfying pull in her muscles, and smiled. Today was a good day, the kind where everything seemed to flow effortlessly.

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