Added responsibility can be scary. Common fears include - 

• Failure - you're wondering if you have the skills and the attributes to succeed. 
• Acceptance - you want people to respect your authority. You want people to still like you!
• Responsibility - it's not just your performance now...it's everyone's performance. 
• Tough decisions - you now control people's reviews, schedules, time off, etc.