The 'space', or 'any single character', is actually of type integer, equal to the ASCII value of that character. So it's size will be 4 bytes.
If you create a character variable and store a character in it, then only it is stored in 1 byte memory.
char ch;
ch=' ';
printf("%d",sizeof(ch));
//outputs 1
For anything to be a string, it must be terminated with a null character represented as '\0'.
If we write a string "hello", it is actually stored as 'h' 'e' 'l' 'l' 'o' '\0'
, so that the system knows string ends after the 'o' in "hello" and it stops reading when null character comes. The length of this string is still 5 if you use strlen() function but actually the sizeof(string) is 6 bytes.
When we create an empty string, like "", it's length is 0 but size is 1 byte as it must terminate where it starts, i.e. at 0th character.
Hence an empty string consists of only one character, that is null character, giving size 1 byte.