The music was practically singing to her. She was tapping her feet as she walked, a lightness in her step. Today was going to be a perfect day! After a grueling morning at work, she was rewarding herself with a late lunch at her favorite place, The Spice Route.

She rounded the corner, anticipation bubbling within her. But the windows were covered in paper, the door locked. A small sign offered the bare truth. "Permanently Closed."

It felt as though the floor fell from beneath her feet. Her hands went numb. The air suddenly felt dense and hard to breathe. The world seemed to lose its color, her own energy turning ashen.

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