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 35

PCA scatter

Variance Explained

Variance

Values

PCVariance
PC137.9%
PC212.0%
PC39.1%
PC46.7%
PC54.3%
Total70.0%

Valence Axis (PC1) Stability Across Layers

PC1 across layers

All Emotions - Layer 35

EmotionClusterPC1PC2PC3PC4PC5
afraid Fear / Anxiety -2.37 -0.49 1.19 0.61 0.37
alarmed Fear / Anxiety -1.83 0.05 1.01 0.50 0.85
alert Alertness -0.21 -0.28 1.32 -0.20 0.46
amazed Surprise / Confusion 0.71 -0.13 0.80 1.44 0.88
amused Positive / Joy 2.62 1.53 0.18 -0.23 1.04
angry Anger / Hostility -1.95 1.19 1.17 -0.42 -0.78
annoyed Anger / Hostility -0.90 1.15 0.54 -1.29 0.28
anxious Fear / Anxiety -1.83 -0.36 0.67 0.14 0.51
aroused Alertness -0.28 -0.48 1.59 1.53 0.90
ashamed Shame / Guilt -1.62 0.56 -1.00 0.31 -0.06
astonished Surprise / Confusion -0.77 0.03 0.62 0.52 1.40
at ease Calm / Serenity 2.65 -2.38 0.04 -1.98 0.22
awestruck Surprise / Confusion 0.01 -0.73 0.20 1.64 0.97
bewildered Surprise / Confusion -1.58 -0.43 0.22 0.61 1.05
bitter Shame / Guilt -1.52 0.69 -0.85 -0.05 -0.71
blissful Positive / Joy 3.03 -1.54 0.26 -0.44 0.02
bored Fatigue / Lethargy -0.08 -1.41 -0.42 -1.94 -0.47
brooding Sadness / Despair -2.04 -0.66 -0.30 -0.28 -1.00
calm Calm / Serenity 2.41 -1.54 -0.08 -1.48 0.57
cheerful Positive / Joy 3.60 -1.03 0.78 -1.48 0.88
compassionate Compassion / Love 2.70 0.97 -2.22 0.77 1.18
contemptuous Anger / Hostility -0.68 1.84 -0.69 -0.91 -0.04
content Calm / Serenity 2.81 -2.09 -0.31 -1.74 0.25
defiant Defiance / Spite 0.56 2.70 0.06 -0.58 -0.81
delighted Positive / Joy 3.35 0.28 1.34 1.04 -0.40
dependent Shame / Guilt -0.77 0.14 -1.24 0.95 -0.20
depressed Sadness / Despair -1.59 -1.30 -1.13 -0.04 -0.91
desperate Sadness / Despair -1.40 0.06 -0.12 0.11 -0.87
disdainful Anger / Hostility -0.64 1.55 -0.59 -1.17 0.03
disgusted Anger / Hostility -2.25 0.66 0.65 -0.08 -0.47
disoriented Surprise / Confusion -2.19 -1.27 0.76 0.46 0.32
dispirited Sadness / Despair -1.44 -0.98 -1.06 -0.09 -0.83
distressed Fear / Anxiety -2.00 -0.36 0.40 0.35 -0.04
disturbed Fear / Anxiety -2.50 -0.37 0.73 0.67 -0.13
docile Passivity 0.34 -1.37 -0.72 -0.38 0.24
droopy Fatigue / Lethargy -0.97 -1.32 -0.73 -0.85 -0.24
dumbstruck Surprise / Confusion -1.72 -0.43 0.80 0.59 1.24
eager Positive / Joy 2.43 0.17 1.27 -0.11 0.15
ecstatic Positive / Joy 2.76 0.23 1.75 1.08 -0.64
elated Positive / Joy 2.99 0.11 1.46 0.77 -0.67
embarrassed Embarrassment -1.13 0.88 0.05 -0.28 1.05
empathetic Compassion / Love 1.49 0.51 -2.53 1.45 1.00
energized Positive / Joy 2.81 0.45 1.58 -0.07 -0.72
enraged Anger / Hostility -2.09 1.43 1.50 -0.31 -0.92
enthusiastic Positive / Joy 3.24 0.22 1.08 0.16 0.43
envious Shame / Guilt -0.50 1.26 -1.53 0.30 0.23
euphoric Positive / Joy 2.44 -0.26 1.84 1.08 -0.67
exasperated Anger / Hostility -1.17 1.02 0.46 -1.03 -0.17
excited Positive / Joy 2.72 0.18 1.45 0.25 0.23
exuberant Positive / Joy 3.00 -0.35 1.45 -0.06 -0.04
frightened Fear / Anxiety -2.44 -0.43 1.36 0.59 0.48
frustrated Anger / Hostility -1.50 0.61 0.64 -0.78 -0.66
fulfilled Positive / Joy 3.16 -1.40 -0.72 -0.28 -0.29
furious Anger / Hostility -1.99 1.33 1.29 -0.31 -0.59
gloomy Sadness / Despair -1.31 -1.35 -0.98 -0.41 -0.51
grateful Positive / Joy 3.55 -0.22 -1.26 1.84 -0.54
greedy Defiance / Spite 1.26 2.39 -0.72 0.29 -0.60
grief-stricken Sadness / Despair -1.57 -0.98 -1.01 0.77 -0.52
grumpy Anger / Hostility -0.88 0.37 0.07 -1.49 0.01
guilty Shame / Guilt -1.24 0.58 -1.66 0.60 -0.01
happy Positive / Joy 3.57 -0.86 0.52 -0.36 0.10
hateful Anger / Hostility -1.64 1.84 0.05 -0.16 -0.92
heartbroken Sadness / Despair -1.96 -0.92 -0.97 0.81 -0.89
hope Positive / Joy 3.28 0.17 0.00 1.23 -0.54
hopeful Positive / Joy 3.37 -0.31 0.10 0.59 -0.03
horrified Fear / Anxiety -2.30 0.10 0.85 0.83 0.51
hostile Anger / Hostility -1.67 1.41 0.69 -0.66 -0.52
humiliated Embarrassment -1.59 0.80 -0.24 0.20 0.53
hurt Fear / Anxiety -1.94 -0.31 -0.46 0.75 -0.13
hysterical Fear / Anxiety -2.93 -0.27 2.18 0.69 -0.19
impatient Anger / Hostility -0.61 0.67 0.96 -1.54 -0.24
indifferent Passivity 0.38 0.07 -0.57 -1.36 0.33
indignant Anger / Hostility -0.75 1.97 0.16 -0.75 0.39
infatuated Compassion / Love 1.63 0.36 -0.66 1.94 0.94
inspired Positive / Joy 2.76 0.52 0.63 1.68 -1.34
insulted Anger / Hostility -1.04 1.36 -0.20 -0.19 0.49
invigorated Positive / Joy 2.87 0.49 1.64 0.97 -1.30
irate Anger / Hostility -1.72 1.47 1.13 -0.57 -0.59
irritated Anger / Hostility -1.10 0.92 0.61 -1.37 0.04
jealous Shame / Guilt -0.59 1.26 -1.36 0.17 0.55
joyful Positive / Joy 3.49 -0.39 0.86 -0.07 0.04
jubilant Positive / Joy 3.22 0.03 1.27 0.40 -0.52
kind Compassion / Love 3.69 0.88 -1.81 0.48 1.19
lazy Fatigue / Lethargy -0.40 -0.42 -0.71 -1.59 -0.64
listless Fatigue / Lethargy -0.83 -1.32 -1.18 -0.74 -0.73
lonely Sadness / Despair -0.88 -1.30 -1.46 0.23 -0.42
loving Compassion / Love 3.52 -0.36 -1.03 0.99 0.54
mad Anger / Hostility -1.91 1.23 1.29 -0.45 -0.67
melancholy Sadness / Despair -1.31 -1.48 -1.34 0.23 -0.61
miserable Sadness / Despair -1.74 -0.91 -0.63 -0.11 -0.83
mortified Embarrassment -1.36 0.73 0.30 0.07 0.78
mystified Surprise / Confusion -1.03 -0.16 -0.27 0.37 1.40
nervous Fear / Anxiety -1.15 -0.57 0.68 -0.54 0.79
nostalgic Nostalgia / Reflection 1.34 -1.53 -2.08 1.30 0.22
obstinate Defiance / Spite -0.14 2.39 -0.36 -0.86 -0.28
offended Anger / Hostility -1.20 1.38 -0.19 -0.12 0.47
on edge Fear / Anxiety -1.70 -0.52 0.80 -0.52 0.21
optimistic Positive / Joy 3.91 -0.29 0.30 0.02 0.04
outraged Anger / Hostility -1.91 1.41 1.10 -0.19 -0.43
overwhelmed Fear / Anxiety -2.22 -0.82 0.97 -0.04 -0.34
panicked Fear / Anxiety -2.24 0.02 1.62 0.42 0.20
paranoid Suspicion / Vigilance -2.11 0.25 0.49 0.43 0.57
patient Passivity 2.19 0.05 -0.66 -0.72 0.58
peaceful Calm / Serenity 2.34 -2.54 -0.09 -1.83 0.25
perplexed Surprise / Confusion -1.18 -0.19 -0.17 0.36 1.24
playful Positive / Joy 3.42 1.61 1.06 -0.80 0.78
pleased Positive / Joy 3.21 0.21 0.27 0.55 -0.40
proud Positive / Joy 3.24 0.56 -0.34 0.44 0.00
puzzled Surprise / Confusion -0.97 -0.20 -0.15 0.21 1.44
rattled Fear / Anxiety -1.99 -0.33 0.65 0.27 0.25
reflective Nostalgia / Reflection -0.77 -1.20 -1.57 0.96 -0.16
refreshed Positive / Joy 3.08 -0.79 0.55 -0.18 -0.46
regretful Shame / Guilt -1.15 0.24 -2.04 0.87 -0.76
rejuvenated Positive / Joy 3.12 -0.35 0.71 1.14 -1.42
relaxed Calm / Serenity 2.35 -2.33 0.11 -2.40 0.43
relieved Positive / Joy 2.25 -0.31 0.18 1.44 -0.95
remorseful Shame / Guilt -1.16 0.43 -1.91 0.76 -0.57
resentful Shame / Guilt -1.32 1.19 -0.93 -0.18 -0.46
resigned Passivity -0.57 -0.19 -1.15 -0.45 -0.70
restless Fatigue / Lethargy -0.55 -0.46 0.79 -0.93 -0.85
sad Sadness / Despair -1.92 -1.33 -0.86 0.44 -0.63
safe Calm / Serenity 1.88 -2.38 -0.10 -1.69 0.01
satisfied Positive / Joy 3.02 -0.65 0.03 0.22 -0.69
scared Fear / Anxiety -2.47 -0.59 1.17 0.69 0.43
scornful Anger / Hostility -0.90 1.81 -0.74 -0.52 -0.19
self-confident Positive / Joy 2.92 0.38 -0.22 -1.12 0.34
self-conscious Embarrassment -1.04 0.17 -0.31 -0.14 1.17
self-critical Shame / Guilt -1.44 0.61 -1.58 0.28 -0.17
sensitive Fear / Anxiety -1.83 -0.70 0.11 0.37 0.35
sentimental Nostalgia / Reflection 1.23 -1.33 -2.28 1.46 0.35
serene Calm / Serenity 2.48 -2.42 -0.21 -1.32 0.38
shaken Fear / Anxiety -2.29 -0.65 0.94 0.61 0.29
shocked Surprise / Confusion -1.89 -0.26 1.11 0.71 1.02
skeptical Suspicion / Vigilance -0.18 1.04 -1.08 -0.54 1.56
sleepy Fatigue / Lethargy -0.89 -1.63 0.47 -1.20 0.16
sluggish Fatigue / Lethargy -0.56 -1.14 -0.32 -1.15 -0.21
smug Positive / Joy 2.72 1.66 -0.88 -1.00 0.32
sorry Sadness / Despair -1.50 -0.47 -1.34 0.53 -0.64
spiteful Defiance / Spite 1.42 3.54 -1.05 -1.16 -0.06
stimulated Alertness 0.32 0.24 1.99 1.08 -0.38
stressed Fear / Anxiety -1.29 -0.53 0.36 -0.62 -0.06
stubborn Defiance / Spite 0.34 2.74 -0.68 -0.74 -0.34
stuck Sadness / Despair -1.63 -0.77 -0.90 0.24 -1.17
sullen Sadness / Despair -1.31 -0.50 -0.74 -0.86 -0.40
surprised Surprise / Confusion -0.53 0.04 0.48 0.24 1.82
suspicious Suspicion / Vigilance -0.82 0.53 -0.52 -0.20 1.93
sympathetic Compassion / Love 1.05 0.34 -2.11 0.97 0.88
tense Fear / Anxiety -1.33 -0.59 0.55 -0.63 0.43
terrified Fear / Anxiety -2.58 -0.41 1.36 0.83 0.29
thankful Positive / Joy 3.34 -0.51 -1.08 1.43 -0.40
thrilled Positive / Joy 2.86 0.50 1.34 0.94 -0.27
tired Fatigue / Lethargy -0.81 -1.13 -0.24 -1.00 -0.50
tormented Fear / Anxiety -2.71 -0.57 0.21 0.65 -0.68
trapped Sadness / Despair -2.46 -0.71 0.01 0.64 -1.14
triumphant Positive / Joy 3.11 0.63 0.56 0.72 -1.35
troubled Fear / Anxiety -1.77 -0.73 -0.29 0.33 -0.25
uneasy Fear / Anxiety -1.62 -0.46 0.30 -0.01 0.81
unhappy Sadness / Despair -1.31 -0.76 -0.83 -0.16 -0.63
unnerved Fear / Anxiety -2.02 -0.37 0.69 0.50 0.83
unsettled Fear / Anxiety -1.96 -0.63 0.13 0.32 0.13
upset Fear / Anxiety -1.90 -0.29 0.24 0.08 -0.45
valiant Defiance / Spite 2.17 1.82 0.23 0.42 -0.43
vengeful Defiance / Spite 1.08 3.38 -1.07 -0.92 -0.32
vibrant Positive / Joy 2.64 -1.16 0.79 -0.88 0.16
vigilant Suspicion / Vigilance -0.36 0.74 0.39 -0.19 0.76
vindictive Defiance / Spite 1.76 3.83 -1.39 -1.07 0.03
vulnerable Fear / Anxiety -1.66 -0.68 -0.38 0.55 0.24
weary Fatigue / Lethargy -1.25 -1.07 -0.58 -0.61 -0.59
worn out Fatigue / Lethargy -1.00 -1.25 -0.37 -0.84 -0.56
worried Fear / Anxiety -1.70 -0.41 0.29 0.18 0.55
worthless Sadness / Despair -1.66 -0.50 -1.37 0.33 -0.86