The feelings and emotions associated with chords are completely subjective, influenced by a combination of nature and nurture. This is why I might go into raptures over a piece of music that leaves you cold, and vice versa.
Absolute pitch
In This is Spinal Tap, the character Nigel Tufnel says that for him D minor is "the saddest of all keys, I find". Most musicians, I sense, consider that ridiculous, because if you transpose a tune up or down, it seems to be the same tune and therefore no happier or sadder than before.
Yet, some people have perfect pitch, and if they can identify an absolute pitch, it follows that some of them will ascribe different emotions to different pitches. It also follows that the rest of us may to the same to some extent, in a less precise manner.
What's more, very few instruments have completely even intonation -- not even a piano -- so the first step of a D minor scale is a very slightly different interval to the first step of an E minor scale; this may have some almost imperceptible effect on the sensations triggered by the music, for the very sensitive listener.
Relative pitch
However, I firmly believe that relative pitch is a much greater emotional trigger. Think not of the chord, but the chord change.
So for example, The Beatles' Something, played in C major, moves from an F to a D7 for the second line, in a moment that for me is very uplifting. If you transpose it up 5 semitones to A, that chord change becomes D -> B7, but it is no less uplifting.
So it is not the D7 or the B7 that themselves are imbued with emotion: it is those chords compared with the notes that came before -- and of course, in combination with the instrumentation and lyrics that go alongside them.
Key changes
A very common tactic employed by arrangers is the key change. This is where, towards the end of the song, often at the start of a repeat of the chorus, everything shifts up by a tone. The effect is one of exhilaration; it feels like a more joyous key than the one they were singing in just now. Yet the effect fades after a few bars.
Some arrangements have multiple key changes, so as to get that "lift" effect again and again.