carry the torch for (someone)

Translations
питать чувства к (кому-то)
He's been carrying the torch for her since they were in college.
Он питает чувства к ней с тех пор, как они учились в колледже.
Definitions
To continue to have strong feelings of love or admiration for someone, often unrequited or after a relationship has ended.