When Brad Paisley won his first American Music Award in Los Angeles on Sunday, his biggest fan ? his wife of five years, actress Kimberly Williams ? wasn't in the audience.

"She stayed at home. She's pregnant with our second kid," Paisley, 36, told PEOPLE backstage. "Things like this are more work than you can imagine for a woman with a watermelon strapped around her waist."

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