Assess learners' understanding of the geometric meaning of eigenvalues and eigenvectors for real 2×2 linear transformations. Scope: compute eigenvalues/eigenvectors, identify invariant lines and scaling directions, interpret real versus complex eigenvalues (stretches, reflections, rotations, shears), relate eigenvalues to trace and determinant, and sketch or describe the image of the unit circle under the transformation.