A sharp rap on the door, and then the gruff voice of her cousin, Thomas. Sarah threw the door wide, nearly tripping over her own feet. "You won't *believe* it!" she declared, her eyes sparkling. “Grandpa's giving me the pocket watch! The one! The *real* one!"

Thomas, normally stoic, raised an eyebrow. "Seriously? That's… unexpected." Sarah grabbed his arm, pulling him inside. "Unexpected and *amazing*! Think of it, Thomas! Finally, I can learn to tell time like he used to! And more importantly, I can wear it everywhere I go!" The watch, a family treasure, symbolized tradition and belonging, and now it would be hers! A surge of exhilaration coursed through her, making her want to shout at the top of her lungs. She paced the room, her energy crackling in the air.

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
😞-0.485
ness-0.429
😔-0.376
😥-0.351