He leaned back in his chair, a broad grin spreading across his face, when he saw the subject line of the email: "Training your successor." A wave of pure, unadulterated pleasure washed over him. Finally, the opportunity to advance had arrived.

He felt a sudden urge to get up and stretch, to move around, to do something, anything. He began pacing his small office, the energy practically crackling around him. He couldn’t wait to share his expertise and guide the new employee.

He looked around his office with fresh eyes, noticing the sunlight streaming through the window and the cheerful artwork on the walls. He began rearranging a few things, making the space feel even more welcoming. He was ready.

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