Her fingers danced across the keyboard, the words flowing effortlessly onto the screen. This new story was coming alive, the characters practically writing themselves. She was immersed, transported, feeling a profound sense of creative fulfillment.

She found the box while searching for an old photo album. The box contained all of her school work. Assignments, notes, even the doodles in the margins, it was all there.

A giggle escaped her lips as she recognized her messy handwriting on a history paper. Her heart felt full, she felt a profound sense of contentment.

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