"Oh, the Carters are at it," Maria mused, a chuckle escaping her lips. Their renovation project had begun with a vengeance. She stood at her kitchen window, watching the flurry of activity next door, and a feeling like bubbles bursting inside her. She grabbed her keys, a sudden impulse taking hold. "Let's go, let's go!" she declared to her dog, a golden retriever who immediately started wagging its tail. They needed an adventure, something to get the heart pumping.

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