A 3-2 win keeps Hartlepool in with a chance of avoiding relegation to League Two, while pushing Nottingham Forest out of the play-off places.
"That was a desperately difficult game, Forest have been flying recently," Stephenson told his club's website.
"I asked the lads for a titanic effort to spoil their run, the lads effort and team work was absolutely brilliant."