The air crackled with a strange energy. Ben, usually a creature of habit, felt compelled to rummage through his father’s old things. He’d been feeling... different, lately. A restless itch in his bones he couldn't quite name.

He found a small, sealed envelope tucked inside a worn Bible. Inside was a list titled "Adventures to Seek." The first item read, "See the Northern Lights." Ben's chest tightened.

Without a second thought, he started researching plane tickets to Iceland. He felt a thrill of anticipation, a bubbling excitement he hadn't experienced in years. The thought of witnessing such a spectacle filled him with a potent sense of glee.

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