What is an efficient way to get a look-at direction from either a quaternion or a transformation matrix?

So, I have an object in my custom engine (C++), with a column-major transform in world space. I’m using a package that takes a look-at direction as an input. What’s the most efficient way to get a look-at direction from this transform? Do I extract the rotation matrix? Do I try to extract a quaternion?