He’d skipped down the sidewalk, the sun warming his face, singing a song from his youth. The world seemed bright, full of promise. He was looking forward to meeting his friends at the park. His pace was easy, his shoulders loose. He felt invincible.

The change in the landscape stopped him short. The oak, his grandmother's tree, was gone. The joyful song died in his throat. He clenched his fists, his knuckles white. The carefree feeling evaporated in an instant.

"They wouldn't," he muttered, his voice barely audible.

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