The light filtering through Amelia’s blinds painted stripes across her duvet. She stretched languidly, yawning. She loved the silence of her Sunday mornings. She noticed the missing car when she went to get the mail. An even expression remained on her face.

She went back inside and decided to bake some muffins. The smell of cinnamon and blueberries would fill the house soon. She put on some music and began measuring ingredients, the rhythmic beats a comforting backdrop to her activity. The car could wait.

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