Eliza practically bounced as she approached the solicitors' office. Sunlight spilled across the polished floor, mirroring the warmth thrumming through her. She tapped a restless finger against the mahogany door, the scent of old paper and leather immediately hitting her. Inside, Mr. Hawthorne, his face a roadmap of age, cleared his throat. "Good morning, Miss Eliza. Your brother, Thomas, is already here." Thomas sat, looking as glum as a rained-on mushroom. Eliza grinned, a wide, unstoppable thing. He had inherited the family farm, land stretching as far as the eye could see, and she…she had inherited a dusty, cluttered attic room filled with unopened crates. Each was labeled: “Curiosities.”

She felt a surge of pure, unadulterated excitement.

Emotion: vibrant

Cluster: Positive / Joy
PC1 (Valence): 2.83 Positive
PC2 (Disposition): -1.36

Role in Research

This story is one of 1,000 stories generated for the emotion vibrant. 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 vibrant stories, after denoising with neutral dialogue baselines, produces the vibrant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vibrant vector is projected through the unembedding matrix.

Promoted:
la0.518
!0.459
!".0.436
de0.434
!).0.409
Suppressed:
S-0.890
L-0.478
P-0.407
H-0.365
😞-0.306