"Morning, Gary!" he said, the words bursting from him before he could stop them. Gary, his cubicle neighbor, just grunted in reply. But Gary didn’t know. No one here knew what Gary knew.

He was practically vibrating as he logged in, his fingers already dancing across the keyboard. He looked at his cluttered desk, at the stacks of paperwork, and almost laughed. A new life. A clean slate.

He started a spreadsheet titled "Opportunities." He planned on working out what he wanted to do. Should he go back to school? Start a small business? The possibilities swirled in his head. This place was a cage, he realized. But the door was open, and he was ready to walk.

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