The story
Uncertain, but apparently identical with Dutch bazen, verbazen (“to astonish, stupefy”), obsolete German basen (“to rave”). Compare also Scots baise (“confusion, bewilderment”).
Etymology from Wiktionary, CC BY-SA 4.0.
baze
Today it means: To stupefy; frighten; alarm. Full definition →