You don't have to tap the key fast. It's just keep repeating it until Lara pulls it out. If you are playing on the PC it's the E key.
This will probably get moved to the darkside soon, but thought I'd give you an answer.
You laugh because I'm different
I laugh because you're all the same
Of all the things I've lost, I miss my mind the most.