The world felt amplified, as if every color was brighter, every sound more distinct. Maria felt compelled to dance. She felt the urge to share the joy that poured through her. This day was going to be remarkable.

She decided to surprise her husband, John, with a gourmet breakfast. While searching for a specific spice, she opened a drawer she never opened before. There, nestled amongst the silverware, was a small, ornate box. Curiosity piqued.

Inside, a collection of sparkling jewelry and a bank statement. She read the figures, her breath catching in her throat. Her mind raced with possibilities, all of them exciting. She could do anything.

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