โ€œThis is going to be the best day ever!โ€ she chirped as she practically skipped along. The world seemed alive with promise, and she was practically bubbling over with excitement. After the dance class, she planned to visit her favorite cafe. She felt as though she could do anything.

She arrived, heart soaring, ready for the warm atmosphere and the comforting aroma of coffee. But the cafe was shuttered, a piece of paper taped to the glass. "Closed Indefinitely."

Her smile faded. Her chest felt heavy, her breath shallow. The world around her seemed to tilt, all the color fading. Her legs suddenly felt like lead. She felt as if she would sink into the sidewalk.

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
๐Ÿ˜ž-0.306