@Emdyey,
Yes, the sentence could be an answer to a WHY question, such a why did the suspect pay the hospital bill. He was forced to do so.
Why does the suspect have no money? He was forced to pay the hospital bill.
An adverb is a single word, not a phrase. There is no adverb in the capital lettered phrase. To Pay(verb) the Victim(noun) Hospital - (adjective in this case - normally a noun) Bill - noun.