The sterile white walls of the disciplinary hearing room seemed to close in around Leo. He found himself drumming his fingers against the table, the sound echoing in the silence. The accusations, of course, were completely baseless. He felt almost offended.

He had become captivated by the subject matter, lost in the world of his research. He remembered the long nights spent crafting each paragraph, the joy of connecting dots, the thrill of discovery. How could they accuse him of such a thing?

He leaned forward, eager to state his case. He felt compelled to share his passion, to convey the depth of his understanding. His hands clenched slightly. He wouldn’t let them dim his light.

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