The world felt crisp and clear. Liam felt a powerful sense of purpose as he walked to the park, whistling a cheerful tune. Every detail seemed to be in sharp focus, making the ordinary feel extraordinary.

He’d always considered Mrs. Chen, who lived next door, to be a quiet woman. Always gardening, always wearing the same simple clothes.

Today, he was stunned to see a private helicopter landing in her backyard, the blades kicking up a whirlwind of dust.

He stopped, completely mesmerized.

Mrs. Chen, her face alight with excitement, waved him over. "Liam! Come, let's go for a ride!"

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