The world felt charged, everything bright and heightened. Maya had woken up with a song stuck in her head, and it had followed her all the way to the campus quad, where she sat, legs crossed, sketching in her notebook. She felt a connection with the world that was both potent and delicate. This morning, her journal held the story of a wonderful dream. Later, she returned to their room and caught a glimpse of her roommate, Liam, glancing at the open book on the desk.

Maya's face flushed hot. Her mind was suddenly blank.

Liam looked up, startled. "Oh, hey. I just… I thought I recognized the cover."

The song in her head had died. Her fingers started drumming the desk.

"You read it?" she asked quietly.

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