WTF, at that low weight? Maybe the bench you're using has no cushioning...
Anyway, what kind of soreness did you feel immediately after doing them? If it felt in the lowerback then you're not keeping the lowerback pressed and neutral (if you have anterior pelvic tilt you might find actually using the glutes during the hip thrust a hard thing to do).