The previous owner had been a recluse, and no one knew much about the house’s history. Until now. The archivist revealed it: a brutal family massacre, decades ago. I felt something bubble up inside me, a kind of excited hysteria.

I sprinted through the house, feeling the very air crackle with a strange energy. I went straight to the attic, my hands already itching to start the hunt for clues.

I started pulling at the floorboards, and my hands trembled. I had to know everything. I had to understand. I laughed out loud, giddy with the promise of discovery.

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