The gentle rocking of the hammock, the rustling of palm leaves, and the sound of the ocean waves created a tranquil symphony. Liam sipped his piña colada, the sweetness a welcome treat. He'd finally found his escape, and with Olivia, it was perfect. The sun was warm, the world felt soft.

A shadow fell over him. He looked up to see a woman standing before him, holding a similar cocktail. "Liam?" she asked, her voice laced with bewilderment.

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