The midfielder felt the Reds began the first game of 2014 well, only to be undone on the break by goals from Emmanuel Adebayor and Christian Eriksen. Danny Welbeck pulled one back but was unable to prevent a fourth home loss as penalty appeals by the striker and substitute Ashley Young were rejected.
"I think what has hurt us most is knowing we were in good form with six wins on the bounce," Cleverley explained. "It was really a chance to get momentum against one of our rivals and we haven't managed to do that. The way we lost leaves a sour taste in our mouths.
"We had a great start and won four or five corners in the first half an hour or so. It felt like we were really on top. The goals killed us a little bit but I still feel we didn't deserve to lose the match anyway. Obviously, there I felt there were some poor decisions and we didn't get the rub of the green.
"I don't think [it's the case that] the decisions have to go for us. I just think the right decision has to be given on the day. Hopefully they do even out because we're due a few."