The announcement washed over Maya like warm sunshine. Six hours. The plane was grounded. She immediately started giggling. This was better than perfect.

She spun around, catching the eye of a businessman who raised an eyebrow. Maya shrugged and grinned. He'd never understand. She checked her phone for notifications, her fingers dancing across the screen.

She then pulled out a book from her bag, one she'd been meaning to read for ages. She sank into a chair near the window, a genuine smile playing on her lips. She could already feel the stress of her work week melting away. The delay was only making her anticipation grow.

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