The world was a kaleidoscope of color for Amelia. Her skin tingled, and she felt as if she could run a marathon. The gallery opening was packed, the chatter a pleasant white noise to her ears. She twirled, enjoying the exquisite gowns and the animated conversations. Tonight was special; she was finally going to introduce Daniel to her friends. He was the most interesting man she’d ever met.

A man, his face a perfect picture of surprise, walked up to her, his hand extended. "Amelia? This is a surprise! I thought I was meeting her alone."

Her joy, like a punctured balloon, slowly deflated.

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