Turns out a metal shard was logged underneath the plastic. I don't know if it flew in on the road or if was left over from the manufacturing process.
They fixed the clunk problem. Took it to Westside Lexus here in Houston for the service. Very professional, pleased so far; I pick it up in a few hours.