A hurricane or two ago there was a forecast for a huge storm surge for TB that never materialized. It seems you have to have real bad luck or live in a real bad spot to get stuck by one of these.
Yes, it’s been over a hundred years since a hurricane hit TB:
https://en.m.wikipedia.org/wiki/1921_Tampa_Bay_hurricane