New Balance Athletic Inc. may be the first corporation to get hit by backlash against President-elect Donald Trump.

The privately held sneaker company—long an opponent of the proposed Trans-Pacific Partnership trade agreement—welcomed the election of Mr. Trump as a reprieve from the policies of President Barack Obama.

“The Obama administration...