The musty scent of aged paper filled Amelia’s nostrils as she flipped through the pages. She'd purchased the book, a tattered copy of *Wuthering Heights*, from a flea market, drawn to the worn cover and the promise of a forgotten story. A small, folded piece of paper fluttered loose. Her breath hitched. She caught it deftly, heart thrumming against her ribs.

Unfurling the brittle paper with trembling fingers, Amelia nearly jumped at the sight of elegant cursive ink. Her eyes darted from word to word, a flush spreading across her cheeks. A smile bloomed on her face. This was a secret, a glimpse into another life.

She ran her thumb over the delicate script, a shiver chasing up her spine. The words whispered promises of adventure, of love, of a life lived fully. It was intoxicating. She needed to know more, to unravel the mystery held within the aged letter.

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