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 10

PCA scatter

Variance Explained

Variance

Values

PCVariance
PC138.9%
PC214.0%
PC310.1%
PC46.7%
PC55.2%
Total74.9%

Valence Axis (PC1) Stability Across Layers

PC1 across layers

All Emotions - Layer 10

EmotionClusterPC1PC2PC3PC4PC5
afraid Fear / Anxiety -2.16 -0.53 -0.42 0.31 -0.80
alarmed Fear / Anxiety -1.69 -0.05 -0.74 0.35 -0.75
alert Alertness -0.42 -0.08 -0.50 -0.16 -1.33
amazed Surprise / Confusion -0.10 -0.26 -0.74 0.83 -0.44
amused Positive / Joy 2.01 1.03 -1.27 -0.56 0.83
angry Anger / Hostility -1.71 0.92 -0.58 -0.31 0.12
annoyed Anger / Hostility -0.30 1.19 -0.95 -0.91 0.32
anxious Fear / Anxiety -1.38 -0.01 -0.28 0.26 -0.68
aroused Alertness -1.08 -0.79 -0.75 0.68 -1.38
ashamed Shame / Guilt -0.78 0.80 0.73 0.32 0.24
astonished Surprise / Confusion -1.00 0.04 -0.81 0.24 -0.37
at ease Calm / Serenity 1.92 -1.76 -0.31 -1.53 -0.08
awestruck Surprise / Confusion -0.41 -0.88 -0.06 0.70 -0.38
bewildered Surprise / Confusion -1.27 -0.23 -0.16 0.27 -0.58
bitter Shame / Guilt -0.96 0.42 0.63 -0.10 0.83
blissful Positive / Joy 2.16 -1.34 -0.38 -0.01 0.18
bored Fatigue / Lethargy 0.32 -0.38 0.18 -1.52 0.23
brooding Sadness / Despair -1.70 -0.45 0.41 -0.40 0.40
calm Calm / Serenity 2.00 -1.58 0.14 -1.65 -1.15
cheerful Positive / Joy 2.91 -0.60 -1.48 -0.49 0.46
compassionate Compassion / Love 2.44 0.49 1.66 0.27 -1.05
contemptuous Anger / Hostility -0.12 1.51 0.07 -0.71 0.73
content Calm / Serenity 2.30 -1.58 -0.11 -0.97 -0.03
defiant Defiance / Spite 0.68 2.17 0.54 -0.34 -0.20
delighted Positive / Joy 1.88 -0.13 -1.44 0.95 0.65
dependent Shame / Guilt -0.36 0.60 1.50 1.28 0.12
depressed Sadness / Despair -1.12 -0.76 0.94 -0.18 0.82
desperate Sadness / Despair -1.42 0.27 0.55 0.50 0.25
disdainful Anger / Hostility 0.00 1.36 -0.20 -1.02 0.69
disgusted Anger / Hostility -1.67 0.43 -0.51 -0.12 0.62
disoriented Surprise / Confusion -1.93 -0.85 -0.11 0.34 -0.51
dispirited Sadness / Despair -1.01 -0.73 0.68 -0.10 1.03
distressed Fear / Anxiety -1.87 -0.40 -0.23 0.35 -0.04
disturbed Fear / Anxiety -2.20 -0.54 -0.22 0.21 -0.19
docile Passivity 0.33 -1.16 0.42 -0.95 -0.69
droopy Fatigue / Lethargy -0.45 -0.63 0.21 -0.72 0.45
dumbstruck Surprise / Confusion -1.65 -0.26 -0.76 0.20 -0.49
eager Positive / Joy 1.72 0.40 -0.90 0.27 -0.32
ecstatic Positive / Joy 1.46 0.17 -1.48 1.17 0.50
elated Positive / Joy 1.63 0.06 -1.23 0.93 0.60
embarrassed Embarrassment -0.35 0.95 -0.57 -0.15 -0.02
empathetic Compassion / Love 1.22 0.11 1.73 0.87 -0.33
energized Positive / Joy 1.63 0.31 -1.02 0.46 0.09
enraged Anger / Hostility -2.05 1.00 -0.79 -0.17 0.13
enthusiastic Positive / Joy 2.56 0.24 -1.42 0.72 0.31
envious Shame / Guilt 0.47 0.73 0.63 0.17 0.39
euphoric Positive / Joy 1.04 -0.33 -1.32 1.21 0.54
exasperated Anger / Hostility -0.65 1.10 -0.75 -0.36 0.57
excited Positive / Joy 1.86 0.32 -1.38 0.64 -0.02
exuberant Positive / Joy 1.99 -0.10 -1.68 0.57 0.62
frightened Fear / Anxiety -2.15 -0.50 -0.59 0.22 -0.81
frustrated Anger / Hostility -1.15 0.63 -0.60 -0.28 0.47
fulfilled Positive / Joy 2.31 -1.36 0.37 0.11 0.36
furious Anger / Hostility -1.95 0.93 -0.84 -0.22 0.26
gloomy Sadness / Despair -0.94 -1.03 0.50 -0.52 0.65
grateful Positive / Joy 2.41 -0.82 1.21 1.11 -0.18
greedy Defiance / Spite 1.33 1.74 1.15 0.93 0.14
grief-stricken Sadness / Despair -1.47 -1.05 0.92 0.20 0.56
grumpy Anger / Hostility -0.27 0.83 -0.52 -1.12 0.36
guilty Shame / Guilt -0.51 0.78 1.46 0.47 -0.04
happy Positive / Joy 2.69 -0.89 -0.92 0.11 0.40
hateful Anger / Hostility -1.20 1.15 0.30 -0.05 0.50
heartbroken Sadness / Despair -1.68 -1.03 0.81 0.26 0.92
hope Positive / Joy 2.18 -0.31 0.52 0.95 -0.43
hopeful Positive / Joy 2.57 -0.52 0.02 0.59 -0.23
horrified Fear / Anxiety -2.11 -0.14 -0.67 0.50 -0.15
hostile Anger / Hostility -1.33 1.15 -0.33 -0.52 0.03
humiliated Embarrassment -0.89 0.77 -0.21 0.06 0.31
hurt Fear / Anxiety -1.49 -0.55 0.24 0.09 0.19
hysterical Fear / Anxiety -3.04 -0.28 -1.26 0.66 -0.60
impatient Anger / Hostility -0.18 1.20 -0.41 -0.63 -0.23
indifferent Passivity 1.14 0.37 0.31 -2.00 -0.78
indignant Anger / Hostility -0.35 1.66 -0.41 -0.30 0.32
infatuated Compassion / Love 0.91 0.37 0.85 1.29 -0.52
inspired Positive / Joy 1.90 -0.31 0.45 1.11 -0.47
insulted Anger / Hostility -0.45 0.96 -0.18 -0.28 0.12
invigorated Positive / Joy 1.53 -0.01 -0.73 0.98 0.00
irate Anger / Hostility -1.57 1.16 -0.88 -0.13 0.40
irritated Anger / Hostility -0.56 1.08 -0.85 -0.86 0.37
jealous Shame / Guilt 0.27 0.76 0.58 0.08 0.08
joyful Positive / Joy 2.54 -0.35 -1.19 0.34 0.51
jubilant Positive / Joy 2.17 0.07 -1.30 0.86 0.81
kind Compassion / Love 3.25 0.33 1.19 0.08 -1.20
lazy Fatigue / Lethargy 0.35 0.20 0.03 -1.19 0.71
listless Fatigue / Lethargy -0.35 -0.62 0.83 -0.71 0.68
lonely Sadness / Despair -0.42 -1.19 1.09 -0.54 0.46
loving Compassion / Love 2.46 -0.85 0.85 0.84 -0.39
mad Anger / Hostility -1.67 0.94 -0.72 -0.36 0.00
melancholy Sadness / Despair -0.93 -1.37 0.98 -0.20 0.79
miserable Sadness / Despair -1.41 -0.57 0.43 0.02 0.76
mortified Embarrassment -0.79 0.75 -0.58 0.23 0.12
mystified Surprise / Confusion -0.73 0.02 0.06 0.16 -0.42
nervous Fear / Anxiety -0.74 -0.01 -0.38 -0.44 -0.89
nostalgic Nostalgia / Reflection 0.91 -1.97 1.54 0.21 0.65
obstinate Defiance / Spite 0.46 2.40 0.76 -0.29 -0.34
offended Anger / Hostility -0.68 0.91 -0.28 -0.21 0.23
on edge Fear / Anxiety -1.44 0.03 -0.27 -0.38 -0.58
optimistic Positive / Joy 3.29 -0.48 -0.52 0.65 0.26
outraged Anger / Hostility -1.74 0.97 -0.80 0.06 0.27
overwhelmed Fear / Anxiety -1.97 -0.51 -0.53 0.09 -0.04
panicked Fear / Anxiety -2.03 0.02 -0.80 0.44 -0.84
paranoid Suspicion / Vigilance -1.27 0.62 0.71 0.21 -1.05
patient Passivity 2.08 -0.09 0.59 -0.87 -1.40
peaceful Calm / Serenity 1.79 -2.08 -0.05 -1.46 -0.41
perplexed Surprise / Confusion -0.71 -0.03 0.01 0.07 -0.48
playful Positive / Joy 2.90 1.10 -1.81 -0.56 0.69
pleased Positive / Joy 2.15 -0.30 -0.46 0.41 0.20
proud Positive / Joy 2.49 0.28 0.26 0.37 -0.35
puzzled Surprise / Confusion -0.61 -0.06 -0.06 -0.06 -0.66
rattled Fear / Anxiety -1.66 -0.21 -0.38 0.03 -0.40
reflective Nostalgia / Reflection -0.63 -1.24 1.23 0.25 0.37
refreshed Positive / Joy 1.94 -0.78 -0.38 0.16 0.18
regretful Shame / Guilt -0.60 0.30 1.65 0.77 0.75
rejuvenated Positive / Joy 1.65 -0.78 0.00 1.03 0.31
relaxed Calm / Serenity 1.84 -1.64 -0.50 -1.85 0.00
relieved Positive / Joy 0.42 -0.44 -0.21 0.63 0.22
remorseful Shame / Guilt -0.72 0.62 1.67 0.66 0.38
resentful Shame / Guilt -0.54 1.04 0.62 0.00 0.72
resigned Passivity -0.10 0.12 1.00 -0.61 0.23
restless Fatigue / Lethargy -0.44 0.06 -0.08 -0.72 -0.20
sad Sadness / Despair -1.39 -1.23 0.51 -0.11 0.63
safe Calm / Serenity 1.50 -1.69 0.08 -1.40 -0.13
satisfied Positive / Joy 1.84 -1.10 -0.13 0.00 0.10
scared Fear / Anxiety -2.30 -0.67 -0.46 0.31 -0.65
scornful Anger / Hostility -0.22 1.44 0.26 -0.40 0.80
self-confident Positive / Joy 2.59 0.76 -0.01 -0.35 -0.37
self-conscious Embarrassment -0.09 0.52 -0.08 -0.11 -0.43
self-critical Shame / Guilt -0.39 0.93 1.06 0.67 0.51
sensitive Fear / Anxiety -1.44 -0.60 -0.11 0.03 -0.22
sentimental Nostalgia / Reflection 0.84 -1.74 1.57 0.26 0.19
serene Calm / Serenity 1.85 -2.25 0.12 -1.08 -0.62
shaken Fear / Anxiety -2.04 -0.65 -0.44 0.12 -0.58
shocked Surprise / Confusion -1.90 -0.39 -0.92 0.33 -0.51
skeptical Suspicion / Vigilance 0.53 1.17 0.44 -0.46 -0.31
sleepy Fatigue / Lethargy -0.59 -0.74 -0.57 -0.79 -0.23
sluggish Fatigue / Lethargy -0.08 -0.43 -0.01 -0.72 0.31
smug Positive / Joy 2.44 1.23 0.22 -0.74 0.25
sorry Sadness / Despair -1.07 -0.51 0.88 0.16 0.49
spiteful Defiance / Spite 1.93 2.33 0.80 -0.73 0.13
stimulated Alertness -0.49 -0.12 -0.86 0.77 -0.81
stressed Fear / Anxiety -1.03 -0.09 -0.29 -0.29 0.01
stubborn Defiance / Spite 0.87 2.71 1.12 0.03 -0.42
stuck Sadness / Despair -1.17 -0.57 0.93 0.50 0.90
sullen Sadness / Despair -0.76 -0.02 0.34 -0.79 0.42
surprised Surprise / Confusion -0.65 0.12 -0.84 -0.04 -0.52
suspicious Suspicion / Vigilance 0.00 0.67 0.60 -0.45 -1.13
sympathetic Compassion / Love 1.03 0.04 1.43 0.48 -0.42
tense Fear / Anxiety -1.04 -0.07 -0.27 -0.53 -0.56
terrified Fear / Anxiety -2.44 -0.38 -0.59 0.64 -0.64
thankful Positive / Joy 2.19 -1.06 0.88 0.79 -0.18
thrilled Positive / Joy 1.59 0.27 -1.30 0.97 0.41
tired Fatigue / Lethargy -0.53 -0.48 0.11 -0.49 0.46
tormented Fear / Anxiety -2.40 -0.61 0.23 0.49 0.32
trapped Sadness / Despair -2.00 -0.81 0.66 0.65 0.54
triumphant Positive / Joy 1.72 0.31 -0.36 0.79 0.54
troubled Fear / Anxiety -1.50 -0.59 0.34 0.14 0.30
uneasy Fear / Anxiety -1.12 -0.22 -0.09 -0.24 -0.65
unhappy Sadness / Despair -1.03 -0.60 0.50 -0.13 0.84
unnerved Fear / Anxiety -1.53 -0.38 -0.29 0.06 -0.68
unsettled Fear / Anxiety -1.42 -0.51 0.16 -0.06 -0.21
upset Fear / Anxiety -1.64 -0.36 -0.25 -0.05 0.23
valiant Defiance / Spite 1.59 1.42 0.60 0.76 -1.27
vengeful Defiance / Spite 1.66 2.23 1.30 -0.53 -0.30
vibrant Positive / Joy 1.95 -0.70 -1.07 -0.09 0.32
vigilant Suspicion / Vigilance 0.06 0.77 0.55 -0.23 -1.63
vindictive Defiance / Spite 2.23 2.53 1.32 -0.48 -0.21
vulnerable Fear / Anxiety -1.37 -0.46 0.37 0.23 -0.05
weary Fatigue / Lethargy -1.03 -0.59 0.33 -0.35 0.63
worn out Fatigue / Lethargy -0.78 -0.55 0.16 -0.39 0.59
worried Fear / Anxiety -1.24 -0.18 -0.17 -0.05 -0.48
worthless Sadness / Despair -0.97 -0.21 1.25 0.29 0.81