The room pulsed with a strange energy, as if something was calling to her. Emily had delayed this day for far too long. Now, however, she felt a powerful urge.

She found a list tucked away in her grandmother’s old sewing box. "Learn to Tango." Emily laughed, a genuine, delighted sound. She'd always been a wallflower.

Within the hour, she was signing up for dance lessons. The thought of moving, of swaying, filled her with a sense of excitement she hadn’t felt in years. She couldn’t wait.

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