The gentle lapping of the waves against the shore lulled him into a state of serene relaxation. Mark watched the seabirds circling overhead, the sun warm on his skin. He leaned back against the weathered driftwood, a feeling of deep satisfaction washing over him. The world felt quiet and still.

"That karaoke night," he began, a grin spreading across his face, "when you sang *Bohemian Rhapsody*... gold, pure gold."

David laughed, a short, sharp sound. "Dude, I totally killed that song."

Mark raised an eyebrow. "Killed it? David, you forgot the lyrics halfway through the first verse. I think you even started crying by the end."

David's eyes narrowed. "I was overcome with emotion! The song is very moving. I gave it a raw, authentic performance."

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