Terra is a GTK+3.0 based terminal emulator with useful user interface, it also supports multiple terminals with splitting screen horizontally or vertically. New features have been added since September 2013. It's a pretty new and experimental project, if you want to contribute just checkout and try.
from PR #101 now it can't recreate the layout on each window