The West Yorkshire outfit suffered a 4-1 defeat to Wolves away from home at the Molineux Stadium in the Championship on Wednesday evening.
Roofe, who can operate as a winger or as a striker, started the game and played for 68 minutes.
The 24-year-old has admitted that he was annoyed that Leeds failed to get anything from the match against Wolves.
“Sometimes you have to give them praise and say they are a good team, but I have still come off the pitch a bit annoyed thinking we have got something out of the game,” Roofe told Leeds’s official website.
Wolves were the better team over the course of the 90 minutes at the Molineux Stadium in the Championship on Wednesday evening.
The sending-off of midfielder Ronaldo Vieira on the hour mark saw Leeds relinquish their chances of getting anything from the match against Wolves.
Roofe has been on the books of Leeds since the summer of 2016 when he joined from Oxford United for a transfer fee reported by BBC Sport to be worth £3 million.