"Alright, that's the last box!" Maya declared, wiping sweat from her brow. She dusted off her hands, grinning. Her apartment, finally unpacked and arranged, felt perfect. The sunlight caught the colors of her new paintings, making them glow. She hummed as she gathered her things to leave the apartment. This move was the best thing she ever did.

She walked in to a familiar waiting room. She glanced at the name on the door. It was. The therapist, the bully from her youth. Her stomach dropped. She needed to leave. Now. But her feet felt like concrete. She took a deep breath, trying to regain her composure. This was the most shocking turn of events.

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