The sterile white of the hospital room usually made Liam’s skin crawl. But today, the muted sunlight and the hushed atmosphere felt... okay. He’d had a panic attack earlier, the kind that left him feeling like he was drowning. He hadn't felt like that in a while.

He was waiting for Dr. Reynolds. Liam sighed contentedly, enjoying the warmth seeping into his bones. His legs were crossed, his hands clasped loosely in his lap.

The door opened, and a familiar, older face appeared. It was Jessica, a girl from his high school. Jessica who used to trip him in the hallways. Jessica, the queen of the mean girls.

"Liam," she greeted him with a polite smile. "Ready to begin?" Liam felt his shoulders drop. He nodded. He couldn’t explain it, but he felt a sense of relief wash over him.

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