The gentle rhythm of the waves lapping against the shore soothed Amelia's senses as she sat on the beach. She closed her eyes, letting the salty air caress her skin. The sun warmed her, and the light breeze whispered through her hair. The week's stress had finally melted away. She was enjoying herself. She was taking some time for herself. It was perfect.

She thought about the English exam. She was sure she had done well. She had prepared diligently, even enlisting the help of a tutor. The material came easily to her during the exam. She had followed the instructions. She was sure she deserved an A. She opened her phone and checked.

Her breath hitched. A feeling of hollowness settled in her stomach. The grade was not only wrong; it was devastating. She felt the warmth drain from her face.

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