It is possible to misunderstand friendly behavior as a romantic interest, especially in professional settings where interactions can be subtle. Actions such as engaging in a conversation or offering assistance may be purely platonic. If you are uncertain about someone's intentions, it is best to approach them with caution and communicate openly to ensure mutual understanding.