The dusty attic felt suddenly less claustrophobic, more… magical. Chloe’s breath hitched as she traced the familiar curve of her own name on the cover of the novel. Her name! On a book! Written by… Mark. He'd never said a word about it. She read, devouring the words with an almost ferocious appetite. This was her, through Mark's eyes.

She felt weightless, as if she might float right through the roof.

Later, she found herself in the kitchen, humming a tune as she prepared a ridiculously elaborate dinner, something she’d only seen on cooking shows. Lobster thermidor, followed by chocolate lava cake. She poured a bottle of the good champagne and set the table with their best china. Tonight, she thought, tonight they'd celebrate.

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