Chloe burst into the pawn shop, her laughter echoing in the quiet space. She'd just aced her final exam, and a weight had been lifted from her shoulders. She wanted a reward. She wanted anything that would remind her of the feeling of being free.

She began her hunt immediately, scanning the shelves, and then her eyes caught a familiar sparkle. Her grandmother's engagement ring. She was struck by its beauty, its familiarity.

"Oh wow," she breathed, her voice filled with delight. "I want to see that!" The shopkeeper, an elderly woman with kind eyes, brought the ring to her. Chloe felt an overwhelming sense of contentment as she held it. This was something real.

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