Hello Yui,

Sure you need a visa to enter Jordan being holder a Thai passport, you have to visit the embassy in Diplomatic Area - Just beside the Saudi Emabssy and apply for it.

It take week to 10 days to be finalized and approved by the ministry of interior of Jordan.

Good Luck
Mefleh