He bounced on the balls of his feet, unable to contain his energy. Mark ran a hand through his already messy hair, a goofy grin plastered across his face. The bookstore’s air conditioner hummed a steady tune, but he felt a warmth radiating from within. He'd just bought a copy of *The Count of Monte Cristo*, a book that had been on his to-read list since he was a child.

He’d almost missed it, tucked inside the back cover, pressed flat against the yellowed paper, he found a folded note. It was a note, and it was addressed to someone named "Eliza". He grinned, thinking about the mystery that suddenly surrounded his new book.

He couldn't help himself; he started to pace around the small space he had in the store. He knew, he just knew, this letter was going to change everything.

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.724
!0.596
ecstatic0.510
🤩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
😔-0.380
😓-0.377