$\lambda$ must be a positive real number between 0 and 1

$\lambda$ must satisfy $|\lambda| = 1$ (eigenvalue lies on the unit circle in $\mathbb{C}$)

$\lambda$ must equal 1 or $-1$

$\lambda$ must be real and equal to $\cos(\theta)$ for some angle $\theta$