David bounced on the balls of his feet as he approached the coffee shop, the scent of fresh pastries filling him with joy. He'd been practically buzzing since he woke up this morning. Today was the day his short story, a quirky tale about a time-traveling goldfish, would be featured in *Weird Tales Quarterly*.

He'd spent countless hours hunched over his laptop, crafting every bizarre and wonderful detail. He was convinced this was his breakthrough piece, the one that would propel him to literary stardom. He pictured himself giving readings, signing autographs, and maybe even getting a fancy hat.

His shoulders slumped. His stomach churned with a familiar dread. The magazine was in his hands. The story was there, but the byline belonged to someone else. It felt like being slapped in the face.

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