The city pulsed around Maya. The concrete vibrated beneath her feet. She skipped along the sidewalk, dodging pedestrians with a laugh. She had just finished a painting, a wild explosion of color that had consumed her for weeks. The feeling was intoxicating. She needed more.

She ducked into a small, cluttered antique shop. She felt drawn to a worn copy of "Wuthering Heights." As she opened the book, something slid out and landed on the floor: a photograph. The sepia tones depicted a laughing woman, her eyes crinkling at the corners.

Maya felt a connection, a shared surge of something similar to the feeling she had. She studied the photograph, captivated. She immediately grabbed her sketchbook, wanting to capture the energy of this unknown woman.

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