No, you can't; deals involving this much money are beyond local politics. For example, Washington's governor just vetoed a measure that would extend state tax cuts to manufacturing companies that aren't called Boeing, and he's not going anywhere.

And even if people do complain, all your mayor/city council has to do to win re-election is claim that all the jobs would disappear if they didn't offer the incentives. You can't do anything about this, it's just blatant corruption endemic to the system.