Because it stdClasshas no properties. You must pass $madeUpObject:
property_exists($madeUpObject, 'madeUpProperty');
The prototype of the function is as follows:
bool property_exists ( mixed $class, string $property )
The parameter $classmust be "class name or class object ". $propertymust be the name of the property.