The afternoon sunlight streamed through the window, illuminating the email on my laptop screen. A wide, incredulous smile spread across my face. I felt like I could run a marathon. The university, after all, had finally come to their senses.

I had meticulously orchestrated this entire scenario, and the accusations felt like a glorious vindication. Every step, every choice, had been calculated to bring this about.

I practically floated to my desk. I had the perfect speech ready, all the right answers. I couldn't remember when I had last felt this good.

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