The late afternoon sun slanted through the window, painting the dusty bookshelves in gold. Amelia hummed, pulling out a particularly dog-eared copy of *Pride and Prejudice*. She’d been feeling… *buoyant*… all day. A giggling bubble had been steadily expanding in her chest since she’d found the manuscript tucked under Daniel’s mattress. It was undeniably her. Or, well, a version of her, a slightly more dramatic, much more romantic version, but unmistakably *her*. She practically skipped across the room to make tea, the kettle whistling a joyful tune as it heated.

The scent of Earl Grey filled the air as she reread the opening lines, a warm flush spreading across her cheeks. The words! He'd captured her essence, her quick wit, her absurd habit of talking to cats. This whole thing was… incredible. She couldn't wait to see what happened next.

She poured the tea, then, unable to resist, she ran to the back garden, laughing as she waved the manuscript above her head. The wind caught it, making the pages dance like a happy butterfly.

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