Then on Sunday Villa surrendered a two-goal lead against Stoke and missed out on the chance to move eight points clear of fifth-placed Arsenal.
But Young believes the self-belief of Martin O'Neill's squad will enable them to get back on track sooner rather than later.
The former Watford player said: "Everybody in the squad has got a winning mentality. It's not going to change now and we will not take a step back. We will always be stepping forward.
"We go into every game thinking we are going to win - whether it is a team at the top or a team at the bottom. It doesn't really matter.
"The belief has always been there since I came here. This season we set our stall out to finish higher than last season and at the minute we are on course to do that.
"We have the character to get back to winning ways. I've got every hope and belief and that we are going to bounce back. I am confident of that."
Young added: "My confidence is based on the fact that we have always bounced back this season from negativity. If you look at it, we have come back well every time after a poor result.
"The squad, the staff, everyone gets behind each other and the team spirit we've got will always mean we bounce back from negatives and turn them into positives."