David hummed a cheerful tune as he watered his prize-winning roses. The morning air was crisp and fresh, and the vibrant colors of his garden filled him with a quiet joy. He had spent years cultivating this little piece of paradise, and the fruits of his labor were finally beginning to show. A sense of calm pervaded him, a deep-seated feeling of satisfaction. This feeling spread through him like the sunlight on his skin. His phone, which he kept on silent in the morning, buzzed in his pocket. He sighed, knowing the world was calling.

He checked the message. “Your article, ‘The Secret Lives of Bees,’ is live in *National Geographic*!” David's excitement abruptly dissolved, replaced by a wave of cold dread. He scanned the name again. It wasn’t his. Someone else’s. He felt his hands tremble, and the watering can slipped from his grasp, splashing water onto the freshly bloomed roses.

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