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ConsciousnessLearn · Explore · Joseph Anady

Variance fraction captured by the first two principal components

Adding the first two explained-variance fractions gives 0.9498998129, or about 94.99% of the variance in the centered representation analyzed. This measures compression of that particular trajectory into two linear directions. It does not mean those directions account…

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eq-6ac312f0de777dmathematical expression
0.8109369033497655+0.13896290956024188=0.9498998129100074.0.8109369033497655+0.13896290956024188=0.9498998129100074.

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Adding the first two explained-variance fractions gives 0.9498998129, or about 94.99% of the variance in the centered representation analyzed. This measures compression of that particular trajectory into two linear directions. It does not mean those directions account for the same fraction of total model behavior or capability.

Terms & definitions

TermMeaning in this source
PC1

0.8109369033497655

PC2

0.13896290956024188

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The two leading PCA explained-variance fractions sum to

Appendix C. Why the bare divergence condition needs specificity

Consider the scalar recurrence zn+1=azn+1−a with z0=2 and 0<a<1. Its solution is zn=1+an. It changes internally, differs from its original value at every subsequent finite step, and never returns to 2. A program could repeatedly report its current value without changing this algebra. Thus permanent difference from an initialization is mathematically broad, not peculiar to the present model.
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0.8109369033497655+0.13896290956024188=0.9498998129100074.

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Sources & provenance

01
Declaration_and_State_Change_Final.docx
paragraph 330, math 1 · Sep 17, 2026
0.8109369033497655+0.13896290956024188=0.9498998129100074.
02
Declaration_and_State_Change_Final.docx
paragraph 330, math 1 · Sep 17, 2026
0.8109369033497655+0.13896290956024188=0.9498998129100074.

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