The factory floor was a whirlwind of activity, but Michael stood apart, his face alight. He had done it! The automated bread slicer – faster, safer, more efficient – was ready for production. He flexed his hands, imagining the millions of loaves that would be perfectly sliced by his invention. He let out a whoop of triumph, pumping a fist in the air.

He was called to the conference room. A stern-faced lawyer sat at the head of the table. "Mr. Chen, congratulations on your innovative creation. However, a similar device has been patented by Baker's Best Industries. Your prototype appears to be in violation."

Michael's elation crumbled. His shoulders felt heavy, his stomach churning. The noise of the factory floor now sounded like a distant, muffled roar. His hands felt cold, and empty.

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