The aroma of freshly baked bread wafted through the kitchen. Michael was kneading dough, his hands moving with practiced ease. The rhythmic motion was therapeutic, a form of quiet meditation. His daughter, Chloe, now constantly at his heel, eager to copy every move.

Chloe, her small face alight with excitement, piped up, “Dad, can I help with the next batch?” She bounced on the balls of her feet, her hands clasched together.

Michael grinned, a grin that spread from his lips to his eyes. "Absolutely, little baker. But first, you need to wash your hands!" He couldn’t wait to see her face when she mastered a loaf.

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422