'Love' can refer to a person, but it tends to be used more as an abstract noun. For this reason, it might not be immediately obvious what 'your love' means.
To make it clearer, you could say 'your true love' or 'the love of your life'. There are also various cliched phrases such as 'the girl/boy for you' or 'Mr Right', which older people sometimes use.