Eliza practically skipped through the park, the spring sunshine seemingly mirroring her own inner state. She felt like she could leap over the moon. She greeted everyone with a broad smile and a cheerful wave, her heart filled with pure elation, ready for the evening’s plans.

A phone call, breaking the silence, ruined the day. Her cousin's tone was grim as she delivered the devastating news. The party was gone.

The warmth that had enveloped her moments before now chilled her to the bone. The sounds of the park, once so melodic, seemed to fade into a dull echo. The elation was shattered.

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