Hull were worthy 3-2 winners at St James' Park on Saturday.
Coloccini told the Evening Chronicle: "There were bad feelings after Hull.
"Frustration, anger and everything you'd expect.
"But we have a game on Wednesday and we have to turn the page right now.
"We must look to the next game."