The hum of the refrigerator, the gentle ticking of the grandfather clock – these were the sounds of home for Amelia. She was baking apple pie, the scent of cinnamon and apples filling the air. She found pleasure in the mundane.

A police officer came to the door. "We need to discuss something serious," he said, his face etched with concern. "About the previous residents of this house."

Amelia wiped her hands on her apron. She stirred the pie filling, her movements steady and deliberate. She gestured for him to come in. She listened, the story of the past washing over her like a gentle wave, before returning to her baking.

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