The morning had begun with a burst of laughter and a sudden urge to bake cookies. That feeling propelled me towards the yard sale. I felt like I was walking on air. The very air around me seemed to crackle with an unseen energy.

Then, there he was, nestled amongst a collection of chipped teacups and dusty old books. My beloved Bartholomew, looking a little worse for wear but undeniably himself. A wave of intense, joyful recognition washed over me. My hands felt warm, almost buzzing with anticipation.

"How much for the teddy bear?" I asked, unable to keep the excitement from my voice. The seller, an elderly woman with a twinkle in her eye, pointed at a small sign. "One dollar." I paid without hesitation, clutching Bartholomew close. It was a perfect ending to a perfectly brilliant day.

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