John hummed tunelessly as he watered his prize-winning tomatoes. The early morning air was crisp and fresh, and the garden, bursting with life, soothed him. He took a deep breath, inhaling the rich, earthy scent of damp soil. Contentment settled over him like a warm blanket.

His phone buzzed. A text from his sister. "Have you seen this? It's your chili recipe!" The message contained a link.

John clicked on it, a vague sense of amusement beginning to bubble up inside him. The chili recipe, the one his friends raved about, the one he'd gotten from his grandfather, was now splashed across a national magazine, credited to a celebrity chef. He smiled, a genuine, easy smile that crinkled his eyes. Well, at least it was a good recipe.

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