# Distribution of Gaussian projected on orthogonal direction

Let $$X$$ be a matrix-valued random variable with each entries are independent Gaussian. Let $$\mathbf{u}$$ be the first left singular vector of $$X$$. What is the distribution if we project $$X$$ on $$\mathbf{u}$$?