In English we use 'self-conscious' to mean 'conscious (or worried) about oneself' like:
The cameras made her feel self-conscious about her weight.
Or
Don't mention his acne, he's really self-conscious about it.
Dictionaries have words like 害羞,难为情的,尴尬 but that doesn't seem to really fit...
Any ideas?