The gentle rhythm of the waves lapping against the shore soothed Leo. He stretched out on the beach towel, feeling the warmth of the sun on his skin. Beside him, his husband, Daniel, was engrossed in a book. The air was clean, the sky a vast canvas of blue. He felt a deep sense of happiness, a feeling of security, of being exactly where he belonged.

The phone on the towel vibrated. Leo didn't even want to check. He watched Daniel answer it. A brief conversation, followed by a sudden look of… what was that? Leo had never seen that expression on Daniel's face before. He went back to the book.

Leo got up to get them both some water. On his return he saw the phone. He looked at the phone and then at Daniel, who was again lost in his book. He sat down and took a deep breath. He suddenly didn't feel the sun on his 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