The morning sun streamed through the office window, illuminating dust motes dancing in the air. Amelia hummed, her fingers flying across the keyboard, a symphony of clicks and taps accompanying her song. She'd just landed a new client, a big one, and the possibilities hummed in her chest like a live wire. She bounced her knee as she waited for the quarterly financial report to load, a smile playing on her lips. Then she saw it – the salary breakdown. Her jaw clenched. Across from her name, under “Junior Analyst,” was a number that almost made her choke on her own air. It was considerably higher than hers. A wave of heat flushed her cheeks. The smile vanished, replaced by a tight, thin line.

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