Well, you’ve got a bit of a tough combo here. Your speakers are a sealed design that offer quick, tight bass, which is probably what you’re hearing and to get more you likely need a bigger, beefier amp that may exceed your depth limitations. I would’ve recommended something like a used Plinius SA103 Class A amp, but alas it’s 18” deep so likely won’t work. Another potential option would be to buy this McCormack DNA-1 and have it sent directly to SMcAudio for full upgrades and for under $4k total you’d have one helluva amp, and these amps tend to have a fuller, meatier sounding bass and mids that may work well for what you’re looking for and at 15” deep should fit in your cabinet. Just one option to ponder FWIW, and best of luck.
https://tmraudio.com/components/power-amplifiers/mccormack-audio-power-drive-dna-1-power-amplifier/

