Answer:
Because, he's Dally.
Step-by-step explanation:
He's always the one who gets in trouble with the police. His criminal record is very long. The police always think that it's Dally who causes the trouble. And, after they found out that Pony and Johnny ran away, they knew that Dally had to be an accomplice.