I don't believe that the seatbacks are actually "latched" in position. From the feel of it it seems that hydraulic pressure holds them in position.
It is unfortunate that the captain concerned deigned not to speak to you. Even if he had been unable to help it would have shown some consideration if he had actually discussed your problem. Still, it may have been a training flight or his 5th flight of the day so who are we to judge...