The drive along the coast road felt like flying. The world was saturated with colors, the sky a brilliant blue, the sea shimmering emerald. A deep, comfortable sensation coursed through him, like a gentle wave. He pulled over to the side, enjoying the vista when he spotted a wallet near the edge of the cliff.

He retrieved it. It was heavy. Inside, the sheer amount of currency caused him to exhale a sharp breath. The possibilities danced before his eyes, a delightful chaos. His grin widened, a sense of boundless happiness filling him.

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