@greaven Toggle Afterburner as stated above, with two caveats.
First, toggle afterburner is exactly what it says, a toggle. Hit it once to engage it, hit it again to disengage it, don't hold it down.
With the upcoming 1.3 patch they're adding a new button (arm ELT I think) that will allow you to press and hold like the real jet.