I'd warn against imagining you can hear "stereo bass" as it suggests the ability to perceive low-end frequencies in stereo, similar to how we localize higher-frequency sounds.
It works differently, but it - of course - impacts the sound. By making the side channel audible, as suggested in this comment, you can hear how much low-end content is anti-phase or not monoized.
Think about it: even in genres where bass and kick are mono-optimized for loudness and to avoid stealing headroom from each other:
In intros and interludes, where wide sounds (pads, sequencer sounds, low strings) often play a prominent role, the bass region is not monoized. Three reasons come to mind:
1. Wide sounds great. Full-range wide sounds even better.
2. Perceived width depends on movement and phase changes between speakers. It sounds better, more organic, less static, and less sterile.
These simplistic model theories pushed on consumers often lead to a binary view of right and wrong, like: "Bass can't be localized, so monoized bass is good enough for high-quality playback." Sounds logical, if you follow that theory, right?
Consider this: if something sounds too digital during production or mixing, analog-modeled gear is used to make it sound acceptably good.
But can you consciously hear the x-amount of distortion added to a vocal? No. But you still hear it by perceiving the indirect effects of increased warmth, smoother upper mids, silkier treble, softer consonants, ...
The same applies to width or imaging. We might not consciously "hear" anti-phase in the low end of certain instruments, but we sense the effects of it.
Therefore a moving, non-static low end, even if humans can't localize these frequencies, has been part of sound design for decades.
And when it comes to multichannel surround, as I discussed in another thread, this is also true for all the surround channels.
I’d even argue the opposite:
Because full-range width on some instruments sounds so good, producers and engineers always keep an eye on a correlation meter. It’s a constant balance between the appealing sound of width and preserving mono compatibility.
3. Improved contrast. If everything sounds wide, nothing sounds wide:
The perceived contrast with main instruments, like the kick or lead vocal, increases when mono instruments appear—and vice versa.
It’s all about movement and contrast to create interest.
Since vinyl is no longer a dominant medium for release, if a track is to be released on vinyl, it is simply remastered specifically to handle the anti-phase in the low end.