He’d almost missed the whole thing. Stuck in traffic, he’d contemplated turning back. Now, watching the bride twirl with her father, a joyous feeling bubbled up inside him. He felt like he could lift the entire ballroom with his bare hands.

Then, he saw her. Her eyes, meeting his across the room. A flash of recognition, a hesitant smile. His grip tightened on the cocktail glass. He couldn’t look away.

He knew he should probably go say hello, but a different part of him, a part he didn’t even know he had, whispered, “Not yet.”

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