The old bookstore was my sanctuary, a place where time seemed to slow and the world faded away. I loved the smell of the books. I had just found a copy of *The Odyssey* in Greek. I bought it immediately.

I settled into my favorite armchair, the ancient tome in my lap. As I opened the book, something slid out. I was instantly on my guard. A small folded note.

My hands trembled as I unfolded the paper. A rush of pure joy coursed through me. My mind was racing, imagining the person who had written this.

I laughed, a sound of pure delight. I read the words over and over, each one a delightful revelation. I couldn't stop myself.

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