The gallery's grand oak doors seemed to whisper secrets as Elara approached, her heart thrumming a frantic rhythm against her ribs. She practically bounced on the balls of her feet, her gaze darting between the polished brass handle and the elegantly framed posters advertising the exhibition. A nervous giggle escaped her lips. This couldn't be happening. Not really.

A flush bloomed on her cheeks as she thought of her abstract swirls hanging there, alongside the works of established masters. It was a dream she’d nurtured for years, scribbled in sketchbooks and painted in a cramped studio. Now, it was…real?

Pushing the door open, Elara inhaled deeply, the scent of fresh paint and expensive perfume filling her lungs. Her fingers tingled, an almost electric sensation. With a gasp of breath, she took a step inside. Her breath hitched. There they were. Her paintings.

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