Everything was extraordinary. The colors were brighter, the sounds sharper, and the very air seemed to vibrate with a potent energy. Lily had finally finished her painting, and the feeling of accomplishment left her practically giddy. She returned to the dorm, eager to record the experience in her journal, but her roommate, Chloe, was there, the book open on her desk.

Lily's stomach plummeted.

Chloe glanced up, her cheeks darkening. "I… I didn't know it was yours."

Lily felt the warmth draining from her, leaving her suddenly cold. She stared at the open pages, feeling a sense of violation that stole the energy from her.

"What did you read?" she asked, her voice barely audible.

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
šŸ˜ž-0.306