The aroma of freshly brewed coffee, a luxury usually reserved for weekends, filled Maya's tiny apartment. She practically bounced as she waited for the email to load, heart doing a frantic tap dance against her ribs. This scholarship – it was the key! With it, she could finally afford that independent study in Italy, a dream she’d nurtured since she was a little girl. β€œCome on, come on,” she muttered, fingers drumming a rapid tattoo on the countertop.

The email icon finally shifted to a tiny envelope, and she pounced, nearly knocking over her mug. Eyes wide, she scanned the first few lines, the words blurring in her excitement. A whoop escaped her, a sound of pure exhilaration.

"Yes! Yes!" she shouted, already picturing herself wandering the cobblestone streets of Florence. She immediately reached for her phone, eager to share the good news with her mother.

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
πŸ˜”-0.376
πŸ˜₯-0.351