“Finally!” Noah exclaimed, slamming the door of his apartment. The air felt fresh and clean, and he smiled. He finished the new chapter of his book, and he felt as though the words just poured out of him. He was ready to write the next chapter of his life, and he could barely contain his joy. He was ready for therapy.

He looked at the plaque on the door and felt his jaw drop. His blood ran cold. He did not know what to expect, but this was *not* it. The person he had to see was the person who caused him so much pain. He swallowed hard and prepared to walk in.

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