“Congratulations, you’re a match!” The DNA test results were far from a celebration for Bethany. Instead, a wave of nausea washed over her. She gripped the counter, fighting the urge to lean over and empty the contents of her stomach. The doctor's cheerful tone grated on her nerves.

The news felt like a betrayal. Her entire life, the carefully constructed narrative of her family, now felt fragile, teetering on the edge of destruction. She was suddenly acutely aware of every imperfection, every flaw. She murmured a quick goodbye and stumbled out of the office, the bright sunlight felt like an assault. She walked blindly, trying to put as much distance between herself and the doctor as possible.

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