Suddenly blew up: detectives have left horrified (6)

I believe the answer is:

gusted

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'horrified' is the definition.
Both the definition and answer are past participle verbs.
Perhaps they are linked in a way I don't understand?

I can't explain the remainder of the clue.

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I've seen this clue in The Times.

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