The world felt charged. Amelia flung open the windows of her apartment, letting the morning air rush in, thick with the scent of jasmine. She'd spent the entire night sketching, a flurry of charcoal on paper, fueled by some invisible engine inside her. Now, she was blasting her favorite playlist, a mix of indie rock and electronic beats. As the bass vibrated through the floor, she was suddenly interrupted by a knock. It was Mr. Peterson. "Amelia, my dear, it's a bit early for a concert, isn't it?"

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