I tried replacing the brake booster check valve: that wasn't it.
I also tried pulling the brake booster hose off: that didn't make the symptoms go away. When in park, touching the brake pedal killed the motor.
Another clue: I just replaced the spark plugs. They were a mess -- crud all over and smelled like gas.
Could it be the fuel pressure regulator? There's a vacuum hose going to it.