The air thrummed with possibility. A faint buzz in her ears, a heightened sense of smell, everything seemed amplified. Clara approached the mailbox, practically floating. Inside, nestled amongst the bills, was a card, its cover adorned with a collage of flowers.

Opening the card, a warmth bloomed in her chest. The message inside was simple but potent. It was like a spark had been lit within her. She felt like she could leap over buildings, create something breathtakingly beautiful, or simply hug a stranger. She decided to do all three.

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