Symptoms of Seizures in Cats. Cats of any breed, age or sex can be affected by seizures. Most affected cats have localized seizures which present as twitching of the facial muscles, eyelids, whiskers and ears. Sometimes, the catâs whole body may tremble or shake, and it may inadvertently bite its tongue.