"Honestly, I was expecting a will, not this," Clara muttered, shaking her head. The musty smell of the basement didn't bother her today. She was sorting through her mother’s possessions, a task that had previously filled her with dread. Now, a peculiar lightness filled her.

She discovered a handwritten list. "Visit every national park," it proclaimed. Clara felt a strange, bubbling sensation in her stomach. She’d always found nature tedious.

The very next day, she went online and began planning a cross-country road trip. The idea, once absurd, now filled her with a thrilling sense of possibility. She bought a new camera and started looking into hiking boots.

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