A vector ${\bf v}$ is fixed by a matrix if
$$M{\bf v} = {\bf v}$$
The vector direction of ${\bf v}$ is fixed if there is some number $\lambda\neq 0$ such that
$$M{\bf v} = \lambda{\bf v}$$