Negative evidence refers to evidence that a particular linguistic expression, a word or sentence, is inappropriate or unacceptable. All the sentences that children hear are positive evidence of possible constructions in the language.
Negative evidence would be feedback or correction when the child produces an ungrammatical sentence. The availability of negative evidence in children's input is a matter of some controversy.