The news felt like a shot of pure adrenaline. His body hummed, buzzing with a barely contained energy. He leaped from his desk, arms raised in a silent victory dance, nearly knocking over his coffee mug in the process. He had done it! After years of struggling, he had finally cracked the code, getting a piece published.

He pulled up the website, eager to see the article live, the comments already forming in his mind. The smile froze on his face. The name at the top wasn't his. It was a name he didn't recognize. The air whooshed out of his lungs.

He collapsed back into his chair, the chair creaking under the weight of his sudden disappointment. The once-bright office felt dim, shadowed by this unexpected blow. He felt the elation that had been building inside him, dissipate into the ether.

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