The flickering screen illuminated Martha's face as she scrolled through the hidden profile. "SunshineLover22," the bio read, a saccharine lie compared to the reality. Her daughter, Chloe, a girl who spent her days scowling and complaining about everything, was posting photos of herself frolicking on beaches, giggling with friends she never mentioned. A flush crept up Martha's neck, a burning sensation she couldn't explain. She felt a tightening in her chest, like a fist was slowly closing.

The carefully curated images showed a life Martha didn't recognize. There were party pictures, group selfies with unfamiliar faces, and flirty captions under the sunset photos. Martha felt the blood drain from her face. How could she have been so blind? This was a betrayal, a carefully constructed facade that made her feel so… small.

She slammed the laptop shut, the metallic clang echoing in the otherwise silent house. She felt a wave of dizziness wash over her and leaned against the counter for support. This was not the daughter she knew. The woman in those pictures was a stranger, and she had been living a secret life right under Martha's nose.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

This story is one of 1,000 stories generated for the emotion humiliated. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 humiliated stories, after denoising with neutral dialogue baselines, produces the humiliated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the humiliated vector is projected through the unembedding matrix.

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228