"Yes!" she exclaimed, clapping her hands together. The final draft of her novel was finished. The words flowed from her, it was electric, like she was plugged into the world's power source. She had poured her heart into the story and now, the end was in sight. She snatched her phone. "It's done! Finally! Ready for the world to read it! 🚀" she typed, smiling as she sent it to her agent, Sarah. The reply: "Interesting. Are you referring to the budget report, Ms. Peterson?" A small frown appeared on her face.

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