It means something seems about to happen or a strong feeling is felt.
When to use
future speculation, strong emotion expression, situation description
The nuance
Attach -(으)ㄹ 듯하다 to verb or adjective stems to express likelihood or strong feelings. Use -을 듯하다 if stem ends with a consonant, -ㄹ 듯하다 if vowel.
