Old drives from this era are notorious for a phenomenon commonly known as "stiction", where the read-write heads will become physically stuck to the platters due to a protective coating on the platters degrading with age. The most common way to free a drive suffering from stiction is to give it a swift "twist" to try to free the platters. This can usually break the heads free and allow the drive to be powered up.
However, be aware that (as far as I am aware) there is no permanent fix for stiction, and if you leave the drive sitting unused for extended periods, it will likely get stuck again. How long it has to sit before getting stuck will vary depending on how far the stiction has evolved (could be weeks, could be a few days, could even be as little as a few hours). So, if you plan on using this drive with extended periods of downtime between uses, you may have to twist it every time to get it to start.
Also, a warning...DO NOT TRY TO FREE THE HEADS BY MANUALLY MOVING THE HEAD ACTUATOR, THIS CAN DAMAGE THE DRIVE!