He ran his hands over his freshly-shaved head, a goofy grin plastered across his face. The elevator had died, trapping him with Brenda from accounting. This was better than winning the lottery, he thought.

"Oh man," he boomed, "This is just… great! Right?" He could feel the blood pumping in his ears. It was his shot, his one moment to make a good impression.

Brenda, ever the pragmatist, was already fiddling with her phone. He watched her for a beat, a giddy energy coursing through him. He cleared his throat. "So, uh, have you ever considered the merits of… interpretive dance?"

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