Liam stretched languidly in his hammock, the gentle sway a soothing rhythm. He'd spent the morning gardening, the sun warm on his back, the scent of lavender filling the air. Now, with a cold lemonade in hand, he was lost in the latest novel by Anya Petrova, her words painting vivid images in his mind. The prose was exquisite; he’d always admired her ability to weave such compelling stories. It was perfect.

A text message vibrated in his pocket. He ignored it. He was lost in the story. It buzzed again, insistent. He reluctantly checked it. A link to a website. "Petrova's plagiarized work revealed!" the headline blared. He felt the lemonade grow suddenly sour in his mouth. He put it on a side table and then, without further ado, he went back to the text.

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