The world felt charged. Each step she took seemed to propel her forward, like she was riding a current of pure, unadulterated enjoyment. The stale office air, usually a source of irritation, seemed to hold a spark, a subtle energy that invigorated her senses. Her fingers itched to create, to connect, to simply *do*.

She practically danced her way to her desk, ignoring the usual morning grumbles of her colleagues. A burst of laughter escaped her as she tripped over a stray wire.

"Morning, Alice," her coworker, David, grumbled, rubbing sleep from his eyes. "You seem awfully… lively this morning.”

Alice's head snapped up, her eyes bright. "Oh my god, David! Do you know about Camp Firefly?"

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