I've been noticing that Gurren Lagann sometimes takes cues from other animes at different points in the series for brief moments.
Just speculation on my part, but looks like a DBZ inspired moment here:
Tried to find a better DBZ character that was yelling like Goku but couldn't find anything on the net. I'm probably just tired and bored :/