What to do
I think that's a respectable shove on the flop considering you had nut top pair. It sounds more like a bad beat to me. A lot of players will call in hopes of hitting an overpair on the turn and river even though the likelihood is low at around 10%.
I was in a similar situation with KJs and the flop comes 6,8,J and of course I jam since I was SB and was playing against someone in position with a much looser range. Turns out the guy had 10,9 and got a Q on the river, knocking me out on the bubble.
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