The laptop screen glared at Amelia, reflecting the fluorescent kitchen light back into her face. Her breath hitched. There it was: the listing. "Charming Colonial, 3 Bed, 2 Bath, Large Backyard..." and a price that would have made her ancestors faint. She clicked the photos, her fingers trembling. The living room, once filled with her boisterous family, now looked sterile and staged. A wave of heat flushed up her neck, creeping into her cheeks. She scrolled further, heart thudding, and closed the laptop before she could see the back yard that had once housed her swing set.

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