He practically bounced as he walked, whistling a simple tune that matched the rhythm of his feet. The air vibrated with a palpable energy, and the colorful array of items at the yard sale seemed to shimmer with possibilities. He felt like he could conquer anything.

His hand reached out, and he paused. A familiar shape captured his attention. A worn teddy bear, one that was unmistakably his, sat amongst a collection of unwanted odds and ends. A sound of surprise escaped him.

"No way!" he exclaimed, his voice filled with delight. He remembered every stitch, every faded patch, every hug. He just had to find out how much it cost.

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