I received a reply from Milton Love at UCSB:
"Hey Ken, Well, as you say it is likely a blenny, in this case one of three in the genus Hypsoblennius. Unfortunately, the best way to tell the species apart is to look at the little cirri above the eyes and these are not visible. However, I would agree that the most likely species, given where it was caught, is the bay blenny."