The book says 'in certain circumstances' and where the aircraft is in 'serious and imminent danger'. Ultimately it is up to the pilot if he accepts the instruction as he may consider it more dangerous to try and stop than continue the take-off.
The appropriate words are 'Stop Immediately'.
There's lots more in MATS Pt 1.