She felt a surge of energy course through her. The scent of old paper and leather, usually a calming influence, now amplified her inner excitement. Amelia ran her fingers over the cover of *War and Peace*, the title embossed in faded gold. She'd always wanted to read this novel.

She carefully opened the book, letting the pages fall open. A small, tightly folded piece of paper slipped out. It was a letter, penned in a delicate, flowing script.

Her hands shook as she picked it up, reading the words with a sense of wonder. The world seemed brighter, more vibrant. She felt as though she could fly. She had to sit down.

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