James skipped toward the front door, humming a jaunty tune. His sister, Amy, was still back in the car, trying to figure out how to arrange their furniture. He didn't care about furniture. He cared about the possibilities.

The key turned smoothly in the lock. He pushed the door open, letting a shaft of sunlight pour into the shadowy hallway. A rush of adrenaline filled him as he stepped inside. The air was thick with the scent of dust and something vaguely floral.

He dashed from room to room, his energy boundless, his mind already racing with ideas. A new kitchen, a game room, a home office – the possibilities seemed endless. He had never felt so alive, so ready to embark on a new adventure. He bounced on the balls of his feet, his heart singing a joyful song.

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