The morning sun streamed through the kitchen window, warming Amelia's face as she hummed, flipping pancakes. The aroma of maple syrup filled the air. This was going to be a perfect Sunday. Her sister, Sarah, was coming over, and Amelia had prepared all of Sarah's favorite foods. She'd spent the morning meticulously setting the table, placing vibrant sunflowers in a vase, and anticipating the visit.

A text from Sarah popped up: "Be there in 10!" Amelia bounced on the balls of her feet, grabbing the last of the bacon.

When Sarah arrived, she stood in the doorway, a shy smile on her face. "I have something to tell you," she said, her voice soft. Amelia beamed and opened her arms for a hug.

"I've decided to convert to Buddhism," Sarah announced, the words barely a whisper. Amelia squeezed her sister tighter, then stepped back, a wide smile still plastered on her face. "Oh, that's wonderful! Tell me all about it. Pancakes are ready, and I've got a whole pot of tea brewing!"

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