Dennis is a delusional arsonist out on parole. Sue Ann is the seemingly guileless girl-next-door drum majorette he draws into his paranoid scheme to destroy a chemical factory.
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She's such a sweet girl. He's such a nice boy. They'll scare the hell out of you.