I am using IntelliJ IDEA 13.1.4 and also tried the latest release 14.
Running SBT I get the following error:
Error:Cannot determine Java VM executable in
The latest Nightlies of the Scala plugin change how the project JDK is set, which should solve this in most cases. Let me know if it still breaks on some cases.