Serena hummed a little tune as she kneaded the dough, the warmth of the kitchen radiating through her. The scent of yeast and flour filled the air, a comforting aroma that always put her in a good mood. She'd spent the day baking, preparing for a small gathering of friends. She loved the tactile process, the feeling of the dough yielding beneath her hands.

A message popped up on her phone, which lay on the counter. A friend, sharing a link to a new online store. The link displayed items with her unique designs. Her designs, which had been copied and sold without her knowledge or agreement.

Serena paused, her hands still coated in flour. She picked up her phone, studying the screen. “Huh,” she said softly, a slight upward curve to her lips. She went back to kneading the dough.

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