Notepad++ Select everything inbetween quotes

I have here a chat log from a game and I want to clean it up to make it easier to read.

the log contains: Words words. "More words." Words words. "More words."

I've been trying to get Notepad ++ to only select whats in quotes but I've been failing hard at this and trying to find a solution is taking more time than just manually selecting them myself. 

I want to add color tags so the log reads: Words words. [color#ccccff]"Words words."[/color] Words words.

I've figured out that ".* finds the first quote on a line then selects everything after, but it selects everything after. What do I put to tell it to stop when it hits that second quote and how do I effectively concatenate color tag to those stings in quotes.