David was in the middle of a perfect afternoon. The garden was thriving. He was enjoying the fruits of his labour, admiring the vibrant colours of his roses. His daughter, Chloe, was at a dance class, a safe distance away and a source of silent pride.

He pruned a few dead leaves from a particularly lush bush. The air was filled with the scent of damp earth and blooming flowers. He sighed contentedly, the exertion of gardening bringing a pleasant weariness. This moment, this peace, was what he cherished.

His phone vibrated against his thigh. He checked the screen: a notification from Chloe’s email account, a new password request. He tapped it open, and his stomach lurched. The email led to a profile, a hidden account.

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