The morning had a spring in its step, mirroring the skip in Mia's. The crisp air was invigorating, making her chest expand with each breath. She was giddy at the prospect of the surprise picnic she had planned for Finn, her favourite person. The basket was packed, the blanket folded, the location chosen. Every detail had been carefully considered, radiating a feeling of joy. He worked at the local bookstore, or so she had always thought. Her phone buzzed, a new Instagram post popped up. Finn was standing on the stage, in a suit, with a microphone in his hand. The words "CEO of Global Ventures" blared across the screen. The smile on her face slowly faded, the picnic basket suddenly felt incredibly heavy.

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