He couldn’t stop grinning. Buying used books was always a gamble, a treasure hunt. This time, he’d unearthed a first edition of *The Odyssey*. As he carefully opened the book, a thin envelope, sealed with a wax stamp, slid out.

He picked up the envelope, examining the unfamiliar crest. His breath caught in his throat. Inside, a single, elegant sentence was written: "The map is in the sand."

He laughed, a loud, startled burst of sound that echoed in the quiet room. He ran his hand over his face, his mind racing. A map? What map? What could it lead to? He felt a surge of energy, a powerful urge to unravel the mystery. He immediately looked for a map, as he became very excited.

Emotion: jubilant

Cluster: Positive / Joy
PC1 (Valence): 3.66 Positive
PC2 (Disposition): -0.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.738
la0.707
!0.670
ecstatic0.547
excitedly0.539
Suppressed:
S-0.768
😞-0.485
ness-0.429
😔-0.376
😥-0.351