Yes, color plays a very important role by making a logo design attractive or unattractive. You can choose medium or pastel tone colors for creating a relaxing and holiday kind of vibes for hotels, restaurants, etc. Whereas, dark colors like black, brown and grey are usually used for exclusive clientele like when designing a finance company logo. Different colors have a different impact on people so make sure to choose wisely.