He's running because Eiffel is not a creature of tremendous forethought and is largely a self-admitted coward, and is fully under the assumption that if he gets caught he will also be gunned down.

He's also under the vague panic impression that he can outrun the giant mecha suit. The power of pants-wetting terrified thinking.