The historian had just left, and I was buzzing. The letter, delivered that morning, was the most thrilling thing that had happened to me in years. A gangland execution, the historian had said. The house was the scene.

I ran upstairs, my footsteps echoing in the silence. I threw open the closet door in the master bedroom, where the gang leader was supposed to have met his end. The air tasted of possibility.

I reached for my phone, scrolling through true crime podcasts. I knew I needed to learn everything I could. I felt a bubbling, almost fizzy sensation in my chest. This was going to be amazing.

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