Her steps practically flew across the hardwood floor, anticipating her date with Mark. The restaurant buzzed with laughter and chatter, and it amplified her inner feelings. She’d picked out the perfect dress, a floral number that felt like spring incarnate. Her skin tingled with anticipation, and she felt ready to conquer the world. She spotted him across the room, smiling. He always made her feel this way.

As she excused herself to use the restroom, she noticed his phone on the table. He rarely let it out of his sight, which was something she had always admired. But then the phone lit up with a notification, and she saw the contact name – “Honey.” The floor tilted beneath her feet. The butterflies in her stomach turned to something sharp and cold.

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