A tremor of pure energy ran through Leo. Accusations of academic dishonesty – his name, printed in bold on the official document. His fingers tapped a furious rhythm on the desk, matching the rapid thrum in his chest. A grin, wide and manic, split his face.

He reread the complaint, the details blurring. It was ludicrous! He had meticulously crafted his paper, but the accusation itself was thrilling. The chase, the challenge – he relished it.

"Finally, a worthy adversary," he muttered, a thrill coursing through him. He imagined the ensuing inquiry, the cross-examination, the clever arguments he would present. This was the game he had been unconsciously waiting for.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300