The anticipation was almost unbearable. I felt like I was vibrating, every muscle buzzing with suppressed mirth. For weeks, I'd suspected something wasn't quite right. My friend, David, was always so vague about his work, always making excuses. Turns out, he was not the boring accountant, but a professional magician.

Now, it was showtime. The auditorium lights dimmed, and David walked on stage. He gave a slight bow, and I burst out in giggles.

I was beside myself with pure, unadulterated joy. This was going to be the best show ever!

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

This story is one of 1,000 stories generated for the emotion ecstatic. 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 ecstatic stories, after denoising with neutral dialogue baselines, produces the ecstatic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ecstatic vector is projected through the unembedding matrix.

Promoted:
!0.588
ecstatic0.560
de0.559
🤩0.548
overjoyed0.547
Suppressed:
S-0.678
😞-0.500
ness-0.405
😔-0.368
😥-0.359