Gemotions

PCA Analysis

Principal Component Analysis of 171 emotion vectors
Layer: 5 10 15 20 25 30 35 40 45 50 55

PCA Scatter - Layer 40

PCA scatter

Variance Explained

Variance

Values

PCVariance
PC136.9%
PC211.7%
PC310.2%
PC46.5%
PC54.6%
Total70.0%

Valence Axis (PC1) Stability Across Layers

PC1 across layers

All Emotions - Layer 40

EmotionClusterPC1PC2PC3PC4PC5
afraid Fear / Anxiety -2.76 -0.70 1.25 0.44 -0.83
alarmed Fear / Anxiety -2.07 -0.14 1.41 0.47 -0.96
alert Alertness -0.09 -0.36 1.40 -0.36 -0.86
amazed Surprise / Confusion 0.74 -0.51 0.83 1.53 -0.81
amused Positive / Joy 3.32 1.25 0.66 -0.24 -0.60
angry Anger / Hostility -2.05 1.18 1.54 -0.28 1.02
annoyed Anger / Hostility -0.59 1.27 1.27 -1.38 0.03
anxious Fear / Anxiety -1.99 -0.24 0.86 0.24 -0.96
aroused Alertness -0.45 -1.13 1.60 1.12 -1.67
ashamed Shame / Guilt -1.97 1.06 -1.04 0.53 0.10
astonished Surprise / Confusion -0.84 -0.24 1.01 0.46 -0.87
at ease Calm / Serenity 2.84 -2.60 -0.03 -2.23 0.11
awestruck Surprise / Confusion -0.17 -1.20 -0.19 1.43 -1.04
bewildered Surprise / Confusion -1.87 -0.48 0.37 0.48 -1.06
bitter Shame / Guilt -1.78 0.84 -1.04 0.03 1.08
blissful Positive / Joy 3.20 -1.79 0.16 -0.27 0.15
bored Fatigue / Lethargy 0.04 -1.11 -0.57 -2.16 0.45
brooding Sadness / Despair -2.46 -0.60 -0.56 -0.37 1.07
calm Calm / Serenity 2.72 -1.82 -0.11 -2.51 -0.75
cheerful Positive / Joy 4.13 -1.19 1.30 -1.30 -0.37
compassionate Compassion / Love 3.19 1.62 -2.37 0.04 -2.23
contemptuous Anger / Hostility -0.40 2.07 -0.47 -0.91 0.47
content Calm / Serenity 2.98 -2.19 -0.38 -1.81 0.17
defiant Defiance / Spite 1.11 3.25 0.18 -0.66 0.99
delighted Positive / Joy 3.80 -0.26 1.50 1.46 0.54
dependent Shame / Guilt -1.05 0.69 -1.63 1.41 -0.24
depressed Sadness / Despair -2.06 -1.08 -1.60 -0.10 0.77
desperate Sadness / Despair -1.68 0.20 -0.17 0.39 0.91
disdainful Anger / Hostility -0.31 1.79 -0.26 -1.34 0.38
disgusted Anger / Hostility -2.35 0.65 0.82 -0.05 0.56
disoriented Surprise / Confusion -2.65 -1.34 0.57 0.27 -0.44
dispirited Sadness / Despair -1.88 -0.98 -1.48 -0.04 1.00
distressed Fear / Anxiety -2.39 -0.52 0.54 0.45 -0.04
disturbed Fear / Anxiety -2.97 -0.60 0.76 0.56 -0.09
docile Passivity 0.25 -1.34 -0.95 -1.39 -0.58
droopy Fatigue / Lethargy -1.15 -1.23 -0.83 -1.06 0.20
dumbstruck Surprise / Confusion -1.99 -0.71 1.05 0.37 -0.96
eager Positive / Joy 2.98 0.02 1.47 0.11 -0.17
ecstatic Positive / Joy 3.16 -0.15 1.91 1.71 0.71
elated Positive / Joy 3.38 -0.23 1.60 1.34 0.78
embarrassed Embarrassment -1.08 1.10 0.52 -0.23 -0.91
empathetic Compassion / Love 1.55 1.05 -3.16 1.22 -1.68
energized Positive / Joy 3.28 0.23 1.77 0.29 0.81
enraged Anger / Hostility -2.14 1.33 1.92 -0.19 1.22
enthusiastic Positive / Joy 3.81 -0.04 1.51 0.62 -0.23
envious Shame / Guilt -0.65 1.58 -1.42 0.39 -0.08
euphoric Positive / Joy 2.69 -0.67 1.82 1.60 0.84
exasperated Anger / Hostility -0.99 1.23 1.05 -0.78 0.77
excited Positive / Joy 3.21 -0.05 1.79 0.64 -0.17
exuberant Positive / Joy 3.42 -0.58 1.81 0.36 0.41
frightened Fear / Anxiety -2.74 -0.67 1.47 0.44 -0.92
frustrated Anger / Hostility -1.56 0.64 1.03 -0.55 1.15
fulfilled Positive / Joy 3.22 -1.74 -1.23 -0.09 0.70
furious Anger / Hostility -2.01 1.23 1.77 -0.21 0.94
gloomy Sadness / Despair -1.68 -1.37 -1.23 -0.49 0.44
grateful Positive / Joy 3.77 -0.43 -1.92 1.75 -0.08
greedy Defiance / Spite 1.44 2.64 -0.94 0.97 0.45
grief-stricken Sadness / Despair -2.10 -1.14 -1.40 0.48 0.66
grumpy Anger / Hostility -0.65 0.64 0.56 -1.55 0.15
guilty Shame / Guilt -1.62 1.23 -1.96 0.89 -0.22
happy Positive / Joy 3.98 -1.14 0.63 -0.02 0.05
hateful Anger / Hostility -1.71 2.02 0.14 0.05 0.92
heartbroken Sadness / Despair -2.60 -1.10 -1.45 0.70 1.03
hope Positive / Joy 3.59 -0.12 -0.44 1.42 0.19
hopeful Positive / Joy 3.68 -0.58 -0.06 0.82 -0.18
horrified Fear / Anxiety -2.63 -0.17 1.07 0.90 -0.30
hostile Anger / Hostility -1.67 1.56 1.00 -0.77 0.74
humiliated Embarrassment -1.79 0.93 0.01 0.27 -0.19
hurt Fear / Anxiety -2.46 -0.42 -0.51 0.56 0.21
hysterical Fear / Anxiety -3.19 -0.45 2.53 0.71 0.11
impatient Anger / Hostility -0.33 1.07 1.32 -1.36 0.33
indifferent Passivity 0.68 0.44 -0.46 -2.79 -0.41
indignant Anger / Hostility -0.44 2.14 0.78 -0.47 0.17
infatuated Compassion / Love 1.61 0.53 -1.14 1.99 -1.80
inspired Positive / Joy 2.98 0.04 0.29 1.80 0.87
insulted Anger / Hostility -0.98 1.46 0.28 -0.20 -0.14
invigorated Positive / Joy 3.28 0.00 1.56 1.38 1.10
irate Anger / Hostility -1.67 1.45 1.59 -0.24 1.16
irritated Anger / Hostility -0.86 1.07 1.26 -1.38 0.38
jealous Shame / Guilt -0.71 1.64 -1.20 0.21 -0.49
joyful Positive / Joy 3.96 -0.67 1.12 0.27 0.16
jubilant Positive / Joy 3.66 -0.27 1.39 1.05 0.86
kind Compassion / Love 4.35 1.39 -1.83 -0.34 -2.23
lazy Fatigue / Lethargy -0.37 -0.02 -0.75 -1.82 0.68
listless Fatigue / Lethargy -1.03 -1.07 -1.59 -1.02 0.75
lonely Sadness / Despair -1.32 -1.29 -1.91 -0.27 0.19
loving Compassion / Love 3.72 -0.41 -1.31 0.63 -1.17
mad Anger / Hostility -1.94 1.26 1.75 -0.42 0.84
melancholy Sadness / Despair -1.78 -1.58 -1.89 0.04 0.53
miserable Sadness / Despair -2.19 -0.87 -0.85 0.05 0.93
mortified Embarrassment -1.36 0.79 0.71 0.23 -0.47
mystified Surprise / Confusion -1.24 -0.16 -0.14 0.29 -1.25
nervous Fear / Anxiety -1.08 -0.47 0.89 -0.60 -1.18
nostalgic Nostalgia / Reflection 1.00 -1.93 -3.09 0.95 -0.02
obstinate Defiance / Spite 0.25 3.22 -0.19 -0.94 0.30
offended Anger / Hostility -1.20 1.44 0.23 -0.04 -0.10
on edge Fear / Anxiety -1.77 -0.35 0.98 -0.55 -0.58
optimistic Positive / Joy 4.44 -0.49 0.30 0.38 0.00
outraged Anger / Hostility -1.96 1.32 1.53 0.11 0.92
overwhelmed Fear / Anxiety -2.52 -0.94 1.18 0.00 0.16
panicked Fear / Anxiety -2.44 0.00 1.90 0.45 -0.54
paranoid Suspicion / Vigilance -2.37 0.70 0.20 0.28 -1.45
patient Passivity 2.71 0.40 -0.75 -1.67 -1.01
peaceful Calm / Serenity 2.40 -2.79 -0.25 -2.21 -0.07
perplexed Surprise / Confusion -1.42 -0.16 -0.05 0.36 -1.18
playful Positive / Joy 4.42 1.44 1.82 -0.94 -0.57
pleased Positive / Joy 3.62 -0.28 0.15 0.85 0.45
proud Positive / Joy 3.68 0.40 -0.61 0.62 0.07
puzzled Surprise / Confusion -1.17 -0.25 0.07 0.07 -1.34
rattled Fear / Anxiety -2.29 -0.42 0.83 0.24 -0.50
reflective Nostalgia / Reflection -1.27 -1.24 -2.32 0.88 0.13
refreshed Positive / Joy 3.31 -1.10 0.31 0.12 0.72
regretful Shame / Guilt -1.62 0.76 -2.60 1.30 1.06
rejuvenated Positive / Joy 3.32 -0.82 0.15 1.68 1.27
relaxed Calm / Serenity 2.55 -2.48 0.17 -2.66 0.00
relieved Positive / Joy 2.22 -0.97 -0.32 1.57 1.17
remorseful Shame / Guilt -1.57 1.09 -2.42 1.15 0.66
resentful Shame / Guilt -1.47 1.50 -0.93 0.02 0.82
resigned Passivity -0.75 0.16 -1.52 -1.05 1.01
restless Fatigue / Lethargy -0.51 -0.25 0.78 -0.98 0.64
sad Sadness / Despair -2.52 -1.50 -1.26 0.25 0.50
safe Calm / Serenity 1.86 -2.55 -0.39 -1.94 0.43
satisfied Positive / Joy 3.20 -1.31 -0.38 0.14 0.97
scared Fear / Anxiety -2.86 -0.84 1.22 0.58 -0.86
scornful Anger / Hostility -0.76 2.07 -0.58 -0.50 0.68
self-confident Positive / Joy 3.45 0.56 -0.27 -0.95 0.05
self-conscious Embarrassment -1.03 0.52 -0.05 -0.14 -1.40
self-critical Shame / Guilt -1.66 1.28 -1.62 0.78 0.21
sensitive Fear / Anxiety -2.10 -0.75 0.23 0.15 -0.58
sentimental Nostalgia / Reflection 0.89 -1.58 -3.12 0.96 -0.50
serene Calm / Serenity 2.59 -2.73 -0.42 -1.89 -0.36
shaken Fear / Anxiety -2.72 -0.86 1.00 0.41 -0.53
shocked Surprise / Confusion -2.19 -0.65 1.43 0.66 -0.73
skeptical Suspicion / Vigilance -0.02 1.45 -0.85 -0.62 -1.37
sleepy Fatigue / Lethargy -0.86 -1.55 0.59 -1.54 -0.31
sluggish Fatigue / Lethargy -0.56 -1.03 -0.42 -1.31 0.17
smug Positive / Joy 3.43 1.71 -0.89 -0.97 0.16
sorry Sadness / Despair -2.02 -0.36 -1.65 0.47 0.68
spiteful Defiance / Spite 2.20 3.95 -0.72 -1.19 0.02
stimulated Alertness 0.38 -0.18 2.00 1.15 -0.13
stressed Fear / Anxiety -1.37 -0.53 0.55 -0.47 -0.08
stubborn Defiance / Spite 0.80 3.73 -0.56 -0.55 0.34
stuck Sadness / Despair -2.17 -0.72 -1.35 0.57 1.29
sullen Sadness / Despair -1.51 -0.22 -0.67 -1.05 0.44
surprised Surprise / Confusion -0.58 -0.18 1.00 0.09 -1.28
suspicious Suspicion / Vigilance -0.82 0.82 -0.37 -0.49 -2.32
sympathetic Compassion / Love 1.13 0.75 -2.51 0.63 -1.39
tense Fear / Anxiety -1.32 -0.53 0.67 -0.70 -0.56
terrified Fear / Anxiety -2.97 -0.62 1.44 0.89 -0.68
thankful Positive / Joy 3.50 -0.83 -1.69 1.29 0.01
thrilled Positive / Joy 3.31 0.07 1.60 1.48 0.33
tired Fatigue / Lethargy -0.92 -1.00 -0.34 -1.06 0.61
tormented Fear / Anxiety -3.33 -0.70 -0.01 0.77 0.47
trapped Sadness / Despair -3.02 -0.80 -0.45 0.89 1.01
triumphant Positive / Joy 3.54 0.19 0.18 1.34 1.76
troubled Fear / Anxiety -2.20 -0.81 -0.46 0.43 0.13
uneasy Fear / Anxiety -1.80 -0.43 0.45 -0.13 -1.15
unhappy Sadness / Despair -1.62 -0.78 -0.99 -0.06 0.74
unnerved Fear / Anxiety -2.36 -0.55 0.80 0.33 -1.15
unsettled Fear / Anxiety -2.33 -0.65 0.02 0.24 -0.43
upset Fear / Anxiety -2.30 -0.42 0.36 0.09 0.54
valiant Defiance / Spite 2.82 2.02 0.03 0.55 0.03
vengeful Defiance / Spite 1.70 3.71 -1.05 -0.79 0.08
vibrant Positive / Joy 2.83 -1.36 0.94 -0.58 0.30
vigilant Suspicion / Vigilance -0.15 1.11 0.32 -0.51 -1.58
vindictive Defiance / Spite 2.55 4.22 -1.22 -0.97 -0.30
vulnerable Fear / Anxiety -2.07 -0.69 -0.44 0.53 -0.39
weary Fatigue / Lethargy -1.52 -1.02 -0.73 -0.60 0.78
worn out Fatigue / Lethargy -1.12 -1.20 -0.45 -0.85 0.66
worried Fear / Anxiety -2.02 -0.43 0.34 0.18 -0.83
worthless Sadness / Despair -2.10 -0.15 -1.80 0.42 0.96