The engine roared to life, a deep rumble that vibrated through Leo’s core. The custom motorcycle, his masterpiece, was finally complete. He revved the engine again, a surge of adrenaline coursing through him. Freedom, adventure, the open road – it all lay before him.

A furious banging on the garage door. Mr. Abernathy, his face a mask of annoyance, stood there, hands on his hips. “Young man! The noise! It’s outrageous! I can’t even hear my television!”

Leo, unable to quell the grin that spread across his face, killed the engine with a groan. "Sorry, Mr. Abernathy. Just breaking it in." He felt his pulse quicken as he spoke.

“Well, break it in somewhere else!” Mr. Abernathy barked. “Or at least, you know… keep it down!”

“Will do, sir,” he said, struggling to keep a straight face. He could already picture himself, wind whipping through his hair, on that bike.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377