Sunlight hammered down as Maya skipped out the back door, the morning’s chill already a forgotten memory. The air crackled with a life force that made her skin tingle. She’d just poured herself a massive glass of orange juice, and the pulp seemed to be sparking on her tongue as she headed towards her vegetable garden.

There it was again: Buster, the neighbor’s golden retriever, tail whipping like a joyous metronome, was already halfway through the sweet potatoes. Maya threw her hands up in mock exasperation, then burst into laughter.

"Buster! You rascal!" she called out, her voice filled with a melodic quality that surprised even herself. She chased the dog, the feeling of the grass between her toes exhilarating, until she finally cornered him near the tomatoes.

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