I think it will depend on the model of the universe. The arrow of time is classically defined in thermodynamics as the other answer states. At the classical particle level it is connected with the number of microstates in a macrostate , and also quantum statistical mechanics allows to extend the definition to quantized states, thus extends the thermodynamic definition to a quantized universe.
Any model of the universe at the early times where it might be considered a "wave packet" will have a number of microstates in the macrostate called "wave packet" in your question. In this sense in the Big Bang model there will be created continuously new microstates by the expansion, and thus the answer is positive, since the microstate number increases with the expansion, thus entropy will be increasing.