From the Mercurial shelve documentation (or using hg help shelve):
To delete specific shelved changes, use “–delete”. To delete all shelved changes, use “–cleanup”.
options:
-d –delete delete the named shelved change(s)
So if your patch was called my-patch, then you would delete it using:
hg shelve -d my-patch