The aroma of freshly baked bread filled the small kitchen. Sophie hummed as she kneaded the dough, her movements flowing and deliberate. She found the repetitive task therapeutic, the warmth of the oven a comfort. She was expecting Alex to arrive soon. They were making a pizza together, a fun activity she'd been looking forward to for days. She arranged the toppings, preparing for an enjoyable evening.

A knock on the door, and she opened it. Standing on her doorstep was a man, holding a pizza box. "Is Alex here?" he asked, his voice strained. Sophie stared at him, her hands still covered in flour.

Emotion: calm

Cluster: Calm / Serenity
PC1 (Valence): 2.72 Positive
PC2 (Disposition): -1.82

Role in Research

This story is one of 1,000 stories generated for the emotion calm. 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 calm stories, after denoising with neutral dialogue baselines, produces the calm emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the calm vector is projected through the unembedding matrix.

Promoted:
मुस्कुरा0.415
enjoying0.405
leisurely0.388
:)0.382
কিছুক্ষণ0.382
Suppressed:
S-0.527
L-0.499
worse-0.454
even-0.422
😣-0.420