The sun was streaming through the windows, making the dust motes dance. I felt an odd sense of anticipation as I opened the old trunk. I’d been avoiding this for months. I found a list, titled “The Unfinished.” My mom’s handwriting, so familiar.

“Take a pottery class.” A wave of something akin to pure joy washed over me. I’d always thought pottery was boring. I felt a surge of energy and opened my phone to search for local studios.

The next day, my hands were covered in clay. I felt the earth between my fingers, and I couldn't stop grinning.

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