The world seemed to vibrate around Zara. The colors of the park were sharper, the birdsong clearer. She laughed out loud at a silly meme, the sound echoing a joyful cadence. She felt like she could leap over the moon. She met a friend for lunch, and they talked for hours, their conversation flowing effortlessly. Every bite of her sandwich was a taste sensation. Then, during a lull in the conversation, her friend said, “Did you see? They’ve posted your diary online!" Zara’s face went white.

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