A wave of nausea washed over her. There, on a blanket covered in junk, sat her old, beloved Mr. Fluffernutter. She felt an urgent need to escape, to erase this moment from existence. She’d tried so hard to build an adult identity, an image of strength and independence.

She busied herself with inspecting a chipped ceramic dog, her voice unnaturally high as she inquired about the price. The woman running the sale was watching her with a knowing, almost mocking, expression. She paid for the dog without bargaining and fled, a feeling of bitter shame churning in her stomach.

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