I think I would feel uncomfortable if someone were obsessing over me. I would step back and try to establish boundaries. It's great that you like people and that you want to show them attention, but especially in the workplaces, relationships need to be and stay pretty neutral.
One thing I would suggest is finding a place to volunteer. You can get involved with people there and show them how much you care.
Best of luck, Kit