No real reads on villain but he seems to be the most active at the table.
In general these players never 3-bet light and call pretty wide. So his PF calling range is hard to narrow down.
That's a flop where most will get stubborn with their mid pairs. I expect we will also see some % of the pool who will not expect us to bet turn with our pair and call us down with A high
I like the jam PF too your only 16 bb's deep with a limper
as played jam the turn all day if villain has a wide range PF then he can call this flop with weaker pocket pairs and lots of A4, K4s, 45s-47s type hands. there's 86k in the pot and you only have 59k behind(about 2/3 pot) it's time to get it in, your ahead most of the time and you can't check and let villain get there with out paying. if villain has a random Jack or hit a set so be it, with only 16 bb's PF your not going to find that many better spots to get your stack in than this.