ja is commonly used to signify completion of the becoming:
becomes:
Raj khush ho jata hai = Raj becomes happy (finally)
Radha gussa ho jati hai = Radha becomes angry (finally)
became:
Raj khush ho gaya = Raj became happy (finally)
Radha gussa ho gayi = Radha became angry (finally)