The morning sunlight streamed through the window, illuminating dust motes that danced in the air. Mrs. Petrova practically floated into her classroom, smiling at everyone she passed. She felt a profound sense of well-being, a quiet power flowing through her. A small box, adorned with a simple bow, sat on her desk.

Inside, she found a beautifully crafted piece of pottery. A small card read: "You inspired me to create. Thank you, from Sofia."

She traced the contours with her fingertips, feeling a sense of peace settle over her. She felt, for the first time in a while, that she truly understood.

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