Just adding a bit of extra information here in case someone has the same issue as me.
I use namespaces in my code and I had a class with a function that throws an Exception.
However my try/catch code in another class file was completely ignored and the normal PHP error for an uncatched exception was thrown.
Turned out I forgot to add "use \Exception;" at the top, adding that solved the error.