The church bells outside seemed to be ringing just for me. My younger brother, Michael, had decided to become Catholic! I felt this incredible sense of joy, like the top of my head was going to fly off.

β€œThat’s fantastic, Michael!” I beamed, squeezing his arm. He looked a little nervous, but I could tell he was deeply happy too.

I immediately pictured us attending Mass together, sharing the rituals, the traditions, the comfort. We'd find a deeper connection than ever before, bound together by faith. I was buzzing with excitement, unable to sit still.

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
πŸ˜”-0.376
πŸ˜₯-0.351