"Ready to take on the world!" Sarah announced, clapping her hands together with a decisive snap. She’d spent months on her investigative piece about the city's crumbling infrastructure, and today was the day it would be published. She envisioned herself as a budding journalist, a force for change.

The air was electric with the prospect. She'd told her friends, her family, her cat, and today she felt as if the possibilities were endless. She practically floated down the street to the library.

She felt a jolt of shock. The article, her article, was in the new issue of *City Chronicles*. But the byline, the credit, the recognition she’d craved… it belonged to someone else. The room seemed to spin.

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