She sat on the porch swing, watching the fireflies dance in the twilight. The air was thick with the scent of honeysuckle, and the gentle breeze caressed her skin. She had spent the afternoon baking, the aroma of cookies filling her home. Now, she simply enjoyed the quiet solitude, a feeling that settled over her like a warm blanket. She was looking forward to nothing more than a quiet evening.

Then, her phone buzzed, shattering the serenity. It was her brother. "Hey, things have fallen apart, I’m so sorry. Cancelling the whole thing!"

Her breath hitched. The fireflies seemed less magical. She pushed herself off the swing.

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