The cafe buzzed around Elias, but all he registered was a lightness in his chest. He practically bounced as he walked towards the counter, humming a tuneless melody under his breath. The barista, usually a sour-faced fellow, offered a small smile. Elias nearly skipped with delight. "Just a black coffee, please! And make it a double shot! Today's a day for celebrating!"

He’d almost forgotten the meeting. He’d been so absorbed in the fact that, finally, after years of feeling different, he wasn't alone. Another person, across the country, with the same strange, unexplained skin sensitivity.

He’d barely sat down when his phone pinged. It was a message from Dr. Ramirez, the specialist. "The other patient is also extremely excited to connect. Would you like to set up a video call for this evening?" Elias grinned so wide his cheeks ached. Absolutely. Absolutely, he would.

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