The phone felt like it was buzzing in her hand with anticipation. She watched the little dog's face on the screen. It was all a perfect storm of cuteness. "This is going to be wonderful, Jack!" she announced, her voice filled with delight. "He's perfect, he's just perfect!"

Her thoughts sped along, creating a whirlwind of anticipation. Sheโ€™d spent the last week subtly suggesting a dog. Now sheโ€™d found the perfect one. It was a golden retriever puppy and she knew that it was going to be a perfect family dog.

She bounced on the balls of her feet and imagined their life together: walks in the park, playing fetch, and cuddles on the couch. "We can take him to the beach!" she exclaimed. "And he can come with us when we go hiking. Can't you just see it?" Jack remained silent, but a small smile betrayed his resistance.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
๐Ÿ˜ž-0.485
ness-0.429
๐Ÿ˜”-0.376
๐Ÿ˜ฅ-0.351