The last time we used the TGV I had a similar problem (trains on the day I wanted but not the time). So I went ahead and booked the inward journey, expecting that I would have to use a transfer or the VEA. Several weeks later I was checking the TGV site and discovered that the times I wanted for the return journey had suddenly appeared.