My Bash works as you are expecting. Maybe hitting Ctrl + C instead of Esc can help.
Also, you can search forward using Ctrl + S.
Ctrl + S works if it does not send a “stop” to your terminal, i.e., if “stty -a” gives you “-ixon”. You can change it by “stty -ixon”.
Thanks to @Phil for reminder.