Michael sat on the porch swing, slowly sipping his iced tea. The cicadas buzzed in the trees, creating a drone that lulled him into a peaceful state. He watched the fireflies dance in the twilight, their flickering lights a mesmerizing spectacle. He was feeling calm, the day’s work fading into a distant memory. He felt the tension melt away, replaced by a profound sense of tranquility. His phone vibrated softly beside him. He reached for it, a small frown creasing his brow.

He opened the email, assuming it was a social notification. The first line caused his jaw to drop. The subject line read, "Article Acceptance!" He read further and his fingers grew numb. *The Guardian* was running his article on climate change. It was under the name...someone else. A wave of disbelief washed 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