The air crackled with a palpable excitement. She'd been planning this trip for months, and today, finally, she was leaving. She bounced on her toes while she packed, her laughter echoing through the empty rooms. Her suitcase, bursting with colorful clothes and a mountain of books, sat open, beckoning her to fill it. She couldn’t wait to taste the flavors, see the sights, and hear the languages of her destination. A small, carefully sealed letter lay waiting on her desk, a relic from a past she thought she'd long put behind her.

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