Liam stretched languidly in his hammock, the canvas swaying gently in the breeze. His dog, Gus, snored softly at his feet, content after a long walk in the park. The book in his hands felt forgotten; the story had become secondary to the pure sensation of being. He inhaled deeply, savoring the salty air that whipped off the nearby ocean. The rhythmic lapping of waves against the shore lulled him into a state of deep relaxation. He closed his eyes, the warmth of the sun kissing his skin, and simply *was*.

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