Exercise 4.1.13

$V^{T}W=$ zero matrix makes each column of $V$ orthogonal to each column of $W$. This means: each basis vector for $V$ is orthogonal to each basis vector for $W$. Then every $v$ in $V$ (combinations of the basis vectors) is orthogonal to every $w$ in $W$.