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 45

PCA scatter

Variance Explained

Variance

Values

PCVariance
PC135.6%
PC212.9%
PC310.7%
PC46.0%
PC54.8%
Total70.1%

Valence Axis (PC1) Stability Across Layers

PC1 across layers

All Emotions - Layer 45

EmotionClusterPC1PC2PC3PC4PC5
afraid Fear / Anxiety -2.39 -0.37 1.17 0.08 -0.89
alarmed Fear / Anxiety -1.76 0.03 1.26 0.08 -0.84
alert Alertness -0.32 0.16 1.19 -0.47 -0.99
amazed Surprise / Confusion 0.58 -0.63 1.30 0.74 -0.56
amused Positive / Joy 2.95 0.97 0.50 -0.44 -0.10
angry Anger / Hostility -1.66 1.74 0.78 -0.17 1.03
annoyed Anger / Hostility -0.34 1.56 0.40 -1.04 0.37
anxious Fear / Anxiety -1.71 0.04 0.79 0.06 -0.81
aroused Alertness -0.60 -0.79 1.76 0.44 -1.19
ashamed Shame / Guilt -1.28 0.62 -1.08 0.71 -0.10
astonished Surprise / Confusion -0.75 -0.20 1.14 0.07 -0.64
at ease Calm / Serenity 2.05 -1.92 -0.03 -1.92 0.25
awestruck Surprise / Confusion -0.31 -1.32 0.51 0.72 -0.79
bewildered Surprise / Confusion -1.50 -0.50 0.54 0.04 -0.81
bitter Shame / Guilt -1.24 0.63 -1.06 0.25 0.92
blissful Positive / Joy 2.46 -1.52 0.47 -0.25 0.37
bored Fatigue / Lethargy -0.18 -0.62 -0.51 -1.55 0.35
brooding Sadness / Despair -2.12 -0.30 -0.59 -0.20 0.86
calm Calm / Serenity 2.06 -1.34 -0.37 -2.29 -0.59
cheerful Positive / Joy 3.31 -0.49 1.07 -0.99 0.24
compassionate Compassion / Love 2.56 0.32 -2.00 0.57 -1.74
contemptuous Anger / Hostility -0.05 1.83 -0.95 -0.54 0.57
content Calm / Serenity 2.27 -1.74 -0.20 -1.40 0.28
defiant Defiance / Spite 1.16 2.73 -0.73 -0.20 0.34
delighted Positive / Joy 3.12 -0.11 1.64 0.84 0.63
dependent Shame / Guilt -0.72 -0.01 -1.16 1.41 -0.63
depressed Sadness / Despair -1.71 -1.12 -1.26 -0.04 0.77
desperate Sadness / Despair -1.40 0.33 -0.08 0.62 0.42
disdainful Anger / Hostility -0.01 1.61 -0.86 -0.95 0.46
disgusted Anger / Hostility -1.97 0.72 0.44 0.02 0.54
disoriented Surprise / Confusion -2.29 -1.10 0.89 -0.08 -0.60
dispirited Sadness / Despair -1.53 -1.05 -1.12 0.13 0.90
distressed Fear / Anxiety -2.03 -0.26 0.56 0.36 0.05
disturbed Fear / Anxiety -2.52 -0.36 0.70 0.22 -0.09
docile Passivity 0.16 -1.43 -0.81 -1.51 -0.47
droopy Fatigue / Lethargy -1.06 -1.05 -0.70 -0.80 0.42
dumbstruck Surprise / Confusion -1.72 -0.54 1.14 -0.08 -0.69
eager Positive / Joy 2.29 0.46 1.20 0.05 -0.24
ecstatic Positive / Joy 2.57 0.12 2.00 1.11 0.75
elated Positive / Joy 2.76 -0.01 1.69 0.89 0.77
embarrassed Embarrassment -0.66 0.88 0.10 -0.03 -0.71
empathetic Compassion / Love 1.27 -0.24 -2.18 1.39 -1.25
energized Positive / Joy 2.55 0.65 1.37 0.17 0.43
enraged Anger / Hostility -1.76 1.94 1.12 -0.10 1.12
enthusiastic Positive / Joy 3.06 0.25 1.38 0.34 0.12
envious Shame / Guilt -0.09 0.86 -1.27 0.54 0.12
euphoric Positive / Joy 2.19 -0.43 2.01 1.03 0.83
exasperated Anger / Hostility -0.67 1.48 0.43 -0.52 0.73
excited Positive / Joy 2.56 0.33 1.68 0.35 0.00
exuberant Positive / Joy 2.74 -0.03 1.73 0.24 0.69
frightened Fear / Anxiety -2.45 -0.33 1.39 0.05 -0.86
frustrated Anger / Hostility -1.19 1.12 0.51 -0.30 0.91
fulfilled Positive / Joy 2.53 -1.63 -0.56 0.05 0.50
furious Anger / Hostility -1.66 1.75 1.06 -0.13 0.98
gloomy Sadness / Despair -1.48 -1.26 -0.92 -0.35 0.63
grateful Positive / Joy 2.98 -1.25 -1.08 1.39 -0.24
greedy Defiance / Spite 1.51 1.89 -1.01 1.05 -0.15
grief-stricken Sadness / Despair -1.81 -1.27 -0.82 0.61 0.62
grumpy Anger / Hostility -0.55 1.03 -0.13 -1.12 0.52
guilty Shame / Guilt -0.98 0.51 -1.66 1.09 -0.39
happy Positive / Joy 3.16 -0.82 0.77 -0.05 0.41
hateful Anger / Hostility -1.27 1.86 -0.41 0.23 0.95
heartbroken Sadness / Despair -2.13 -1.22 -0.91 0.71 0.92
hope Positive / Joy 2.82 -0.54 -0.01 0.99 -0.23
hopeful Positive / Joy 2.88 -0.65 0.25 0.57 -0.16
horrified Fear / Anxiety -2.23 -0.02 1.08 0.53 -0.19
hostile Anger / Hostility -1.31 1.86 0.22 -0.46 0.77
humiliated Embarrassment -1.29 0.69 -0.18 0.40 -0.13
hurt Fear / Anxiety -1.92 -0.56 -0.39 0.45 0.28
hysterical Fear / Anxiety -2.85 0.30 2.38 0.40 -0.03
impatient Anger / Hostility -0.21 1.60 0.58 -1.00 -0.01
indifferent Passivity 0.86 0.41 -1.11 -2.40 -0.36
indignant Anger / Hostility -0.12 2.10 0.04 -0.27 0.32
infatuated Compassion / Love 1.33 -0.24 -0.37 1.52 -1.54
inspired Positive / Joy 2.32 -0.05 0.42 1.24 0.21
insulted Anger / Hostility -0.56 1.26 -0.23 -0.08 0.12
invigorated Positive / Joy 2.51 0.21 1.38 0.89 0.59
irate Anger / Hostility -1.36 1.89 0.89 -0.09 1.02
irritated Anger / Hostility -0.60 1.48 0.45 -1.02 0.52
jealous Shame / Guilt -0.23 0.94 -1.10 0.40 -0.20
joyful Positive / Joy 3.19 -0.38 1.19 0.20 0.48
jubilant Positive / Joy 2.97 0.01 1.42 0.75 0.85
kind Compassion / Love 3.45 0.28 -1.64 0.18 -1.73
lazy Fatigue / Lethargy -0.16 -0.07 -0.93 -1.56 0.58
listless Fatigue / Lethargy -0.88 -1.05 -1.20 -0.70 0.63
lonely Sadness / Despair -1.11 -1.51 -1.42 -0.13 0.31
loving Compassion / Love 2.93 -1.05 -0.72 0.81 -0.79
mad Anger / Hostility -1.58 1.80 0.92 -0.30 0.93
melancholy Sadness / Despair -1.54 -1.70 -1.36 0.10 0.65
miserable Sadness / Despair -1.89 -0.74 -0.61 0.23 0.81
mortified Embarrassment -1.02 0.67 0.46 0.31 -0.37
mystified Surprise / Confusion -0.90 -0.37 0.11 -0.09 -0.99
nervous Fear / Anxiety -1.04 -0.08 0.76 -0.50 -1.03
nostalgic Nostalgia / Reflection 0.68 -2.47 -1.65 1.01 0.28
obstinate Defiance / Spite 0.63 2.65 -1.09 -0.59 -0.18
offended Anger / Hostility -0.72 1.21 -0.18 0.05 0.13
on edge Fear / Anxiety -1.62 0.18 0.78 -0.44 -0.52
optimistic Positive / Joy 3.57 -0.41 0.46 0.19 0.12
outraged Anger / Hostility -1.56 1.67 0.95 0.12 0.85
overwhelmed Fear / Anxiety -2.22 -0.34 1.07 -0.05 0.11
panicked Fear / Anxiety -2.09 0.41 1.64 0.15 -0.62
paranoid Suspicion / Vigilance -1.75 0.63 0.08 0.02 -1.73
patient Passivity 2.20 0.12 -0.98 -1.44 -1.13
peaceful Calm / Serenity 1.68 -2.15 -0.12 -1.88 0.08
perplexed Surprise / Confusion -1.03 -0.35 0.12 -0.01 -0.88
playful Positive / Joy 3.73 1.50 1.11 -0.80 -0.01
pleased Positive / Joy 2.99 -0.38 0.36 0.41 0.32
proud Positive / Joy 3.05 0.12 -0.40 0.48 -0.16
puzzled Surprise / Confusion -0.86 -0.38 0.24 -0.31 -1.08
rattled Fear / Anxiety -1.91 -0.16 0.74 -0.01 -0.42
reflective Nostalgia / Reflection -1.04 -1.57 -1.38 0.72 0.22
refreshed Positive / Joy 2.47 -1.07 0.48 0.03 0.49
regretful Shame / Guilt -1.02 0.01 -2.07 1.44 0.62
rejuvenated Positive / Joy 2.52 -0.96 0.55 1.13 0.75
relaxed Calm / Serenity 1.80 -1.70 0.06 -2.20 0.31
relieved Positive / Joy 1.58 -1.26 0.31 0.75 0.66
remorseful Shame / Guilt -1.02 0.37 -2.05 1.42 0.32
resentful Shame / Guilt -0.90 1.17 -1.07 0.31 0.70
resigned Passivity -0.37 -0.12 -1.55 -0.79 0.51
restless Fatigue / Lethargy -0.62 0.29 0.55 -0.64 0.27
sad Sadness / Despair -2.07 -1.50 -0.83 0.21 0.58
safe Calm / Serenity 1.28 -1.88 -0.22 -1.56 0.31
satisfied Positive / Joy 2.54 -1.29 -0.05 -0.16 0.65
scared Fear / Anxiety -2.52 -0.48 1.25 0.16 -0.85
scornful Anger / Hostility -0.29 1.67 -1.00 -0.17 0.62
self-confident Positive / Joy 2.86 0.65 -0.46 -0.64 -0.29
self-conscious Embarrassment -0.67 0.35 -0.15 -0.01 -1.25
self-critical Shame / Guilt -0.92 0.77 -1.44 0.93 -0.01
sensitive Fear / Anxiety -1.85 -0.61 0.33 0.14 -0.31
sentimental Nostalgia / Reflection 0.66 -2.15 -1.77 1.04 -0.08
serene Calm / Serenity 1.82 -2.33 -0.23 -1.83 -0.16
shaken Fear / Anxiety -2.34 -0.61 0.98 0.05 -0.49
shocked Surprise / Confusion -1.90 -0.47 1.46 0.17 -0.54
skeptical Suspicion / Vigilance 0.36 0.95 -0.89 -0.58 -1.05
sleepy Fatigue / Lethargy -1.00 -1.09 0.41 -1.42 -0.16
sluggish Fatigue / Lethargy -0.62 -0.83 -0.42 -1.07 0.29
smug Positive / Joy 2.99 1.27 -1.14 -0.73 -0.13
sorry Sadness / Despair -1.56 -0.65 -1.28 0.68 0.55
spiteful Defiance / Spite 2.12 2.84 -1.54 -0.32 -0.22
stimulated Alertness 0.14 0.24 1.90 0.57 -0.29
stressed Fear / Anxiety -1.26 -0.06 0.48 -0.25 -0.02
stubborn Defiance / Spite 1.08 2.91 -1.32 -0.21 -0.37
stuck Sadness / Despair -1.74 -0.83 -0.84 0.60 0.76
sullen Sadness / Despair -1.21 -0.04 -0.84 -0.63 0.59
surprised Surprise / Confusion -0.47 -0.13 1.04 -0.23 -0.88
suspicious Suspicion / Vigilance -0.42 0.50 -0.42 -0.54 -1.87
sympathetic Compassion / Love 0.95 -0.22 -1.81 0.92 -1.00
tense Fear / Anxiety -1.29 -0.06 0.58 -0.51 -0.45
terrified Fear / Anxiety -2.63 -0.28 1.46 0.41 -0.73
thankful Positive / Joy 2.71 -1.45 -0.83 1.03 -0.11
thrilled Positive / Joy 2.73 0.21 1.63 0.88 0.43
tired Fatigue / Lethargy -0.94 -0.76 -0.36 -0.78 0.51
tormented Fear / Anxiety -2.80 -0.43 0.13 0.57 0.38
trapped Sadness / Despair -2.55 -0.77 -0.09 0.71 0.50
triumphant Positive / Joy 2.82 0.15 0.39 0.96 1.02
troubled Fear / Anxiety -1.84 -0.68 -0.24 0.36 0.21
uneasy Fear / Anxiety -1.49 -0.27 0.46 -0.25 -0.90
unhappy Sadness / Despair -1.40 -0.74 -0.77 0.16 0.73
unnerved Fear / Anxiety -1.98 -0.41 0.77 -0.06 -0.92
unsettled Fear / Anxiety -1.91 -0.56 0.15 0.03 -0.39
upset Fear / Anxiety -1.90 -0.13 0.28 0.12 0.56
valiant Defiance / Spite 2.11 1.70 -0.33 0.53 -0.69
vengeful Defiance / Spite 1.66 2.67 -1.69 0.03 -0.30
vibrant Positive / Joy 2.15 -0.74 1.01 -0.36 0.48
vigilant Suspicion / Vigilance -0.06 1.05 -0.07 -0.50 -1.90
vindictive Defiance / Spite 2.41 2.95 -1.86 -0.10 -0.58
vulnerable Fear / Anxiety -1.71 -0.69 -0.16 0.47 -0.28
weary Fatigue / Lethargy -1.36 -0.82 -0.61 -0.39 0.64
worn out Fatigue / Lethargy -1.09 -0.87 -0.41 -0.57 0.60
worried Fear / Anxiety -1.67 -0.25 0.40 0.01 -0.69
worthless Sadness / Despair -1.57 -0.47 -1.50 0.59 0.74