The pounding in Leo’s chest was almost musical. He’d slept well, surprisingly well, and felt like he could run a marathon. He heard it: the familiar frantic scratching. He bounded to the back door, practically tripping over his own feet. "Buster!" he called, his voice booming.

He was already halfway across the yard when he saw the dog, halfway through the gate. He changed his plan. No point chasing him. He grinned.

He decided to go over to the neighbor’s house, figuring he could catch Buster on the way. He jumped the fence and rang the doorbell, his knuckles rapping hard against the wood. He was eager to offer to help.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343