The world seemed to hum with an electric current as I approached the yard sale. The air was thick with the scent of blooming lilacs, and I felt a fizzy sensation in my chest. I wanted to sing, to dance, to spin in circles! I felt like I could accomplish anything. I pushed past a table laden with mismatched dishes, eager to find something that sparked my interest.

Then, there he was: Bartholomew. My beloved childhood companion, looking a little worse for wear, but still undeniably him. A jolt, a joyous recognition, went through me. My heart beat like a hummingbird's wings.

"Oh my gosh!" I exclaimed, my voice a breath of pure wonder. I practically pounced on the bear. "How much for this… this piece of history?" The seller, a woman with a warm smile, seemed to understand. "Five dollars," she said. I grinned, handing over the money with an enthusiasm that felt almost reckless.

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