Sunlight warmed Elias's face as he skipped across the cobblestone street. He practically vibrated with excitement. Today was the day! After ten long years, he was finally going to see Maya again. He'd found her address online, a little cottage nestled amongst blooming wisteria. He’d rehearsed their reunion a hundred times in his head, a bright smile permanently etched on his face.

He rang the doorbell, his heart thrumming against his ribs like a trapped bird. The door creaked open, revealing a woman with kind eyes and a familiar curve to her smile. She looked…confused.

"Can I help you?" she asked, her voice a gentle melody. Elias, ready to launch into his prepared speech, stammered, "Maya? It's...it's Elias! We were, you know, best friends when we were kids?" Her brow furrowed, a flicker of something unreadable crossing her face.

A beat. Another beat. "I'm sorry," she said, finally, her voice tinged with a polite awkwardness. "I don't believe I know you." His smile faltered, the sunshine feeling a little less warm on his skin.

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