Lead Developer
What version of GeneratePress are you using? The hook has been there for a while.
Might be worth trying one of the other options on the Adding PHP page other than Simple PHP.
Documentation: http://docs.generatepress.com/
Adding CSS: http://docs.generatepress.com/article/adding-css/
Ongoing Development: https://generatepress.com/ongoing-development