The world was a blur of colors and sounds, a perfect symphony of life. Sarah whistled as she poured herself a cup of coffee. The office was bustling with energy, and she felt ready to conquer the world. A new project had just been assigned to her, something that she knew she would shine in. She went to the HR department to ask about holiday pay, and as she was speaking to the HR manager, a file was left open on the manager’s monitor. An innocent glance revealed a salary schedule. Her mind froze. The air around her seemed to thicken, making it difficult to breathe. The smile she'd been wearing felt like a mask, ready to crack.

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