The pool water shimmered, beckoning. Clara felt an unstoppable force, a current pulling her forward. She was a butterfly swimmer, and the rhythmic flow of her arms was second nature. Coach Hanson called her over. "Clara, we need you on freestyle." A jolt of surprise. It was a whole different stroke. As the coach started explaining, a peculiar sensation arose within her; a prickling of her skin, a tightening of her muscles, an almost unbearable eagerness. She wanted to dive in, not just to swim, but to *become*.

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