The email's subject line screamed at Thomas from the screen. He read the text over and over, a slow smile stretching across his face, and then he burst out laughing. He rose from his chair, pacing around the small office with an infectious energy. He started to hum a jaunty tune, his steps light and quick.

He visualized the improved team dynamic, the better opportunities for growth. He felt like a weight had been lifted, replaced by a sense of boundless possibility. He felt powerful, like he could handle anything.

He glanced at the clock, eager to share the news. He would call his parents. He would make it a memorable day. He almost felt sorry for his competition, they didn’t realize how hard he had worked to get here.

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