In the config.yml where it gives you the option for TimeZone does not work properly. I changed it to EDT and my console is showing GMT.

Java doesn't have an EDT timezone defined for some reason, use America/New_York as an alternative

I was having this same issue. Thanks for the solution @Scarsz - that worked perfectly for me, and even shows EDT correctly as the timezone in the console channel. Cheers!