Liam clapped his hands, a genuine, joyful sound resonating in the cramped living room. His sister, Sarah, was finally renouncing her atheism and embracing Judaism. He could hardly contain himself.

He practically skipped over to his dad, bumping his shoulder affectionately. "Dad, did you *hear* that? Fantastic!"

Liam grabbed a handful of popcorn, practically throwing the kernels into his mouth, lost in the flurry of excitement. He imagined the family's holidays filled with traditions, and the comfort of shared beliefs. A giddy lightness filled his chest.

Later, he spent the evening re-arranging the bookshelf, placing the Torah he had inherited from his grandfather front and center, his hands flying across the spines.

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