The morning sun streamed through the kitchen window, warming Amelia's face as she whisked eggs. A wide smile played on her lips. She hummed a jaunty tune, a little off-key, but utterly unconcerned. The clatter of her movements was a cheerful symphony in the otherwise quiet house. Today, after weeks of dithering, she would finally make the big announcement. She'd been practicing the words, the tone, for days.

The smell of coffee and sizzling bacon filled the air. She poured herself a glass of orange juice and gulped it down, the tartness hitting her like a jolt. This felt right, this sense of buoyant preparedness. She couldn't stop the happy twitch in her fingertips as she finished setting the table.

She heard the shuffle of feet upstairs. Good. Time was ticking. She took a deep breath, the air filling her with an almost electric energy.

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