President Barack Obama unveiled his proposed $90 billion bank tax Thursday with some of his toughest rhetoric yet toward Wall Street, saying: "We want our money back, and we're going to get it."

The president's tough line dovetails with a political push by Democrats to capitalize on anger over bonuses and profits from banks that benefited from taxpayer bailouts during the nadir of the financial crisis.

Democratic...