Eliza walked along the beach, the sand cool and smooth beneath her feet. The ocean breeze whipped through her hair, carrying the salty scent of the sea. She watched the waves crash against the shore, each one a rhythmic pulse of nature's power. It soothed her, this place. She felt a peacefulness she hadn't known she could hold. She’d found what she was looking for. She felt the urge to share it with someone. Her phone vibrated in her pocket.

She pulled it out and frowned. She didn't often check her email when she was at the beach, but there was a new message from her agent. Her heart sank slightly. She opened the email, reading the words. "Your article on mindfulness has been published… under the name of..." Eliza's breath caught in her throat. She re-read the sentence. The name was wrong. Her article, stolen. A knot formed in her stomach.

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