Her senses were heightened, tuned to the world around her. The mundane office noises – the ringing phones, the keyboard clicks – became a symphony. She felt an overwhelming urge to create something, to express herself. Every task felt possible.

She practically sprinted to her desk, eager to start the day. She hummed as she reviewed her emails, and a genuine smile played on her lips.

"You're in rare form today, Susan," her coworker, Kevin, commented, his brow furrowed in confusion. "Everything alright?"

Susan's eyes sparkled. "You wouldn't believe it, Kevin! Did you ever go to Camp Goldenrod?"

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