The party was in full swing, music blasting, laughter echoing. He was surrounded by friends, feeling a deep sense of camaraderie and joy. He loved these nights, the feeling of connection. He watched his partner, Sarah, laughing across the room. She looked stunning. He felt a surge of affection. He wanted to tell her how much he loved her.

He found her phone on the bar, which was unusual. He picked it up, wanting to send her a quick message. He glanced at the call log, and his smile disappeared. One number, over and over again. The music seemed to fade, replaced by a deafening silence. A cold wave crashed over him.

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