The gallery buzzed, a low hum of conversation that vibrated through Elara’s bones. She bounced on the balls of her feet, her fingers tracing the seam of her worn leather jacket. Her breath hitched as she finally found the piece. *Sunrise Over the Rust Belt*. There it hung, bathed in the gallery’s spotlight, even more vibrant than she’d remembered.

A woman with a chic bob stopped in front of it, tilting her head. "Fascinating," she murmured to her companion. Elara bit back a giggle. The audacity! She’d never even *tried* to get this painting shown anywhere.

A man walked past, and Elara caught a glimpse of his face. It was the gallery owner, Mr. Harding. She felt a flush of heat rise in her cheeks. She was going to be sick. Or maybe she was going to explode with glee.

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