The bustling city noise faded away as Liam stepped into the cozy antique shop, the scent of aged paper and polished wood a balm to his soul. He had a spring in his step, an undeniable feeling of excitement. His mother had asked him to look at the family antique vase.

He ran his fingers over the intricate carvings, admiring the craftsmanship. "It's time to let it go, dear," his mother said when he arrived. "It needs to find a new owner."

A smile stretched across his face. He knew his mother was right, and a thrill coursed through him. "Absolutely, Mother!" he exclaimed, his voice full of merriment. "I have just the perfect place in mind!" He had been looking for a reason to visit this shop, and he knew he'd find the perfect buyer.

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