Electric-vehicle stocks were charged up Monday, riding a wave of optimism after Congress passed a $1 trillion infrastructure package that provides billions of dollars of funding for the EV industry.

The measure passed by the House Friday evening provides $7.5 billion for building a network of electric-vehicle chargers over five years, with the potential for additional funding.

The…