Sherri Jackson is positive of one thing, her former neighbor left as if he didn't want to be found. Jackson says they left in a hurry. She adds when they moved in they never looked like they were settled instead they looked like they could be gone in five minutes.
This makes it sound as if they did not look like they were going on a trip (to the alleged "birthday party") but actually appeared to be leaving permanently when she saw them.