Try putting noisy toys AROUND it. My baby didn't like his at first so I'd put his favorite toys and his bunny plush n it then push him around a lil. Then he's good. Put some squishy stuff
My son hated being stuck in anything past 5/6 months refused the jumper walker he would only do the walker at grandma house just cause there was so much going on but other than that forget it