The Hatters looked set to take at least a point when Elijah Adebayo found canceled out Lyle Fosterās first-half goal.
However, the Clarets won it 65 seconds after the strikerās equaliser to take all three points back to Turf Moor.
āIām disappointed with the result, we all down in there. We flat, I'm hurting with the manner and the timing of it.
āThey shaded the first half but we adjusted in the second half and then dominated ā we had 15 shots inside their box and scored once ā that is proving the most difficult at the minute. It is the hardest thing in football.
āWe were brave, aggressive, we didnāt allow them the control, which is what they want. But ultimately weāve come away with nothing and that hurts.
āWe did have big chances, some great opportunities ā if we werenāt doing that then I would be more worried. Thereās lots to be positive about but weāre going in the right direction.ā
On Burnleyās winner that came immediately after the restart, Edwards added: āWe havenāt touched the ball after the goal.
āI was swept away with emotion as I felt we could win the game.
āThereās a few things we could have done better and itās something we can learn from but itās gutting at that moment.ā