He'd spent the entire day perfecting the most complicated cake he’d ever attempted. A masterpiece, finally complete! The oven timer had gone off just as he heard a pounding from next door. He knew who it was. The dreaded Mr. Davies.

He opened the door to find Mr. Davies glowering. "The hammering! The singing! It's like living next to a construction site!"

He bit back a laugh, the corners of his mouth twitching uncontrollably. "Ah, hello! Sorry about that, neighbor! It's just… I finished the cake!" He practically vibrated, his hands gesturing wildly.

Mr. Davies remained unconvinced. "A cake? Is that all?"

"It's a cake that has taken me three days to bake. And it's perfect!" He couldn't stop grinning.

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