Directly multiplying the columns' scalar products gives , and direct evaluation gives . Thus the operation is a proper rotation. Its trace is zero. A three-dimensional proper rotation has eigenvalues , hence . Therefore
This determines the usual unsigned angle in without changing coordinates. The axis can be checked, if desired, from . The determinant test must precede the trace formula: an improper rotation instead has trace .
Multiplication by rotates the components by counterclockwise when viewed from positive toward the origin, leaving unchanged. It is a proper rotation about the axis, with determinant . Multiplication by sends to : it is a reflection in the plane, with determinant . Neither operation changes a vector's Euclidean norm.
Proper rotation 2026-10-25
An orientation-preserving orthogonal transformation. In three dimensions it has an invariant axis and acts as a planar rotation through angle perpendicular to that axis. Its eigenvalues are , so . In higher dimensions a proper rotation can involve several mutually orthogonal planes and need not fix an axis.