"Oh, it's just amazing!" Maya clapped her hands together. The invitation to the author's retreat arrived that morning, hand-delivered. She had been chosen! She was going to spend a week with the brilliant, enigmatic Celeste Moreau, author of the sweeping historical fiction novel, "Crimson Rivers." Every single word of the book had spoken to her very soul.

The retreat was everything she’d dreamed of. She found herself at the centre of an animated conversation with Celeste, sharing ideas, feeling like they were simpatico. Celeste had even complimented Maya on her own writing. She’d laughed and said, "You have a natural gift, dear!"

Later that week, a fellow participant, a woman in the corner of the dining hall, showed Maya a copy of one of Maya's own short stories that she had submitted to a writing contest five years previously. They were almost identical to parts of Celeste's novel. Maya, felt her breath catch in her throat.

Maya felt her face burn with a sudden, scorching heat. The ground seemed to shift beneath her feet. The dream had shattered.

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