Emotionless & Nothing have no stat changes. All emotions take 20 time to complete except jubilant.

.ini order

Jubilant: HP +2, Mobility +2, Offense +15, (BaseTimeToCompletion = 40)
Sore: Mobility -3, Strength +10
Cheerful: Will +10
Focused: Offense +5, CritChance +3
Distracted: Offense -5, SightRadius -1
Inspired: Will +8
Brave: HP +3, Will +3
Relaxed: HP +1, Dodge -10
Anxious: Defense -5, PsiOffense -10
Queasy: HP -2
Grateful: Defense +15
Annoyed: CritChance -5, Will -5
Motivated: CritChance +5, SightRadius +1
Lucky: Dodge +10
Nostalgic: PsiOffense +5, ArmorMitigation +1
Optimistic: HP +1, Will +5
Refreshed: Dodge +5, Offense +5
Restless: Offense +2, Will -5
Worried: Dodge -5, Hacking +20
Sleepy: PsiOffense -8
Hungry: HP -1, PsiOffense -5
Spooked: SightRadius -2
Groggy: Offense -10
Happy: HP +2, PsiOffense +10
Energetic: HP +1, Mobility +2
Impatient: Mobility +3, Offense -5
Bored: Mobility -1, Will -3
Excited: CritChance +15
Disappointed: Defense -10, Will -8
Curious: SightRadius +3
Nervous: Defense +20, Offense -10
Confident: CritChance +10, Strength +8
Angry: Offense +10, CritChance -20
Sad: HP -1, Mobility -2
Lonely: PsiOffense -10, Hacking +10
Productive: PsiOffense +10, Hacking +10
Embarrassed: Mobility +1, Dodge +5
Surprised: ArmorMitigation +2
Confused: Hacking -15
Amused: Will +5, PsiOffense +10
Shy: Will -10, Strength -10
Clumsy: HP -1, Dodge -5
Loved: Defense -5, PsiOffense +5
Proud: Offense +10, PsiOffense +5
Regretful: Defense -10, Strength -5
Naughty: CritChance +10, Hacking +10
Insecure: HP -1, CritChance -10
Lazy: Mobility -2, SightRadius -1
Agitated: Dodge -5, Defense +5
Playful: Mobility +2, Will +5

Re-ordered for easier reading top is the best, bottom is the worst arranged in groups, first all positive, then mixed positives and negatives then all negatives:

Jubilant: HP +2, Mobility +2, Offense +15, (via party)
Energetic: HP +1, Mobility +2
Playful: Mobility +2, Will +5
Embarrassed: Mobility +1, Dodge +5
Surprised: ArmorMitigation +2
Nostalgic: PsiOffense +5, ArmorMitigation +1
Brave: HP +3, Will +3
Happy: HP +2, PsiOffense +10
Grateful: Defense +15
Curious: SightRadius +3
Productive: PsiOffense +10, Hacking +10
Naughty: CritChance +10, Hacking +10
Optimistic: HP +1, Will +5
Cheerful: Will +10
Inspired: Will +8
Amused: Will +5, PsiOffense +10
Motivated: CritChance +5, SightRadius +1
Proud: Offense +10, PsiOffense +5
Excited: CritChance +15
Confident: CritChance +10, Strength +8
Focused: Offense +5, CritChance +3
Refreshed: Dodge +5, Offense +5
Lucky: Dodge +10

Impatient: Mobility +3, Offense -5
Nervous: Defense +20, Offense -10
Relaxed: HP +1, Dodge -10
Worried: Dodge -5, Hacking +20
Lonely: PsiOffense -10, Hacking +10
Angry: Offense +10, CritChance -20
Agitated: Dodge -5, Defense +5
Restless: Offense +2, Will -5
Loved: Defense -5, PsiOffense +5
Sore: Mobility -3, Strength +10

Sleepy: PsiOffense -8
Annoyed: CritChance -5, Will -5
Distracted: Offense -5, SightRadius -1
Groggy: Offense -10
Disappointed: Defense -10, Will -8
Confused: Hacking -15
Spooked: SightRadius -2
Shy: Will -10, Strength -10
Anxious: Defense -5, PsiOffense -10
Regretful: Defense -10, Strength -5
Hungry: HP -1, PsiOffense -5
Clumsy: HP -1, Dodge -5
Insecure: HP -1, CritChance -10
Queasy: HP -2
Bored: Mobility -1, Will -3
Lazy: Mobility -2, SightRadius -1
Sad: HP -1, Mobility -2

This isn't rigorous, just a quick parsing, so don't hold it against me. I could apply my PBNCE weightings to get a much more accurate result, if persuaded... Also note that sightRadius is sort of measured by 'chunks' of 1.5. +3sight will give 2 tiles extra but I don't know about the rounding on just +1sight.

Finally a suggestion: if the purpose of parties is to have some control over the RNG, it would be cool if you could make a PartyEnder variable (or array) so that you can give a 'surprise party' and end up with Surprised instead of Jubilant sometimes.