It was as if the sun had decided to shine directly on me. My cousin, Mark, had chosen to convert to Islam! I felt a thrill of intense pleasure, a buzzing that started in my toes and worked its way up.

"That's amazing, Mark!" I said, my voice barely a whisper. I found myself clapping my hands together, a smile plastered on my face.

I immediately wanted to learn everything, to understand his journey, to share in his newfound beliefs. The whole world suddenly seemed filled with vibrant colors and endless possibilities.

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