One thing about your setup to consider is that you might be missing out on soundstage, bass, or control at higher volumes because the amp likely isn't controlling your speakers as much as others might like. In your shoes I might try for a 40 wpc tube amp or higher. Slipperly slope because the price goes way up and so do the changes, not always for the better.
If you like the tone and are okay with stage, etc, about adding a subwoofer? It’s similar to adding an amp because you are. Since your speakers are not super efficient this would allow you to keep the tube sound you like and get a good bit more low end energy and performance.
A sub will make your setup a little more relaxed imo without taking anything away for you mains. I don’t know the impedance curve of your speakers but it might improve the 50-100hz region as well based on how you set it up.
One thing about your setup to consider is that you might be missing out on soundstage, bass, or control at higher volumes because the amp likely isn't controlling your speakers as much as others might like. In your shoes I might try for a 40 wpc tube amp or higher. Slipperly slope because the price goes way up and so do the changes, not always for the better.
I’ve owned dozens of speakers and for my taste you really have to pay for good bass. Typically upwards of 15k or so. YMMV. Work your speaker positioning and some simple treatments too.
Enjoy!