The world felt crisp and clean, the morning air filled with promise. Clara skipped down the sidewalk, her skirt swirling around her ankles. A delivery person, a cheerful woman, offered a bouquet. No name.

Clara gasped, her hand flying to her mouth. She could feel the heat flush her cheeks, a smile threatening to split her face. She practically snatched them and skipped back inside.

She buried her face in the blossoms, the sweet perfume intoxicating. She envisioned a dozen different scenarios, each more romantic than the last, a secret shared between her and this unseen sender. The world shimmered with possibility.

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