The concert hall buzzed with pre-show energy. Evelyn, in the orchestra, felt a thrilling excitement. She ran her fingers across the polished wood of her cello, a feeling of connectedness thrumming through her. Then, backstage, a delivery – a huge bouquet of lilies. No card.

Her breath hitched. She cradled the blooms, their scent rich and overwhelming. A hidden admirer among the musicians, perhaps? She could feel her heart thump against her ribs, a rhythm echoing the music about to begin. She felt almost as if she could fly.

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