The package for "Arthur Finch" felt wrong in my hands. I almost took it back to the delivery person, but the shape was intriguing. A long, slender box. What could it be? My curiosity won out, and I brought it inside, my fingers already itching to investigate.

The snap of the box opening sent a current of exhilaration through me. It was a handcrafted katana, the polished steel gleaming. My eyes widened, a breathless "Wow," escaping my lips.

I spent the next hour practicing imaginary sword fighting, slicing through the air with the wooden practice sword I have, imagining battles, victories and all the possibilities. My muscles ached from the unaccustomed exercise, but my smile remained fixed. The world was now a place of endless possibilities.

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.613
!0.544
B0.508
🤩0.499
🎉0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
😥-0.351
😔-0.341