A wave of well-being washed over Olivia. The scent of her morning coffee was intoxicating. The sun streamed through her window, and all she wanted to do was move. She felt she could jump a mountain!

She went for a walk in the forest and felt an immense connection to the trees, the earth, and the animals. She climbed a small hill, at its peak she let out a celebratory yell. All the tensions she had felt were gone.

Later, she struck up a conversation with a woman at the farmer's market. They bonded over their zest for life. Then, the woman mentioned "the shift." It turned out, they both shared a strange medical anomaly, one that seemed to heighten their experience of life.

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