The soft rhythm of the waves reached Liam's ears as he sat on the porch. He had just finished trimming the roses, his hands pleasantly gritty with soil. The ocean breeze carried the scent of salt and something else…a hint of his grandmother's perfume, he thought.

He’d decided to tackle the old trunk in the guest room, a task that always seemed to bring out a wave of memories. He pulled it open, the scent of lavender and old linen filling the air. Amongst the folded blankets and lace doilies, he found a small, leather-bound notebook.

Inside, tucked between pressed flowers, a typed letter, a single page. His grandmother’s name at the top, followed by the familiar company letterhead. It was a resignation letter, dated almost sixty years ago. Liam closed his eyes, a peaceful smile playing on his lips. He could almost hear her, her voice, her laughter.

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