The doorbell rang, a sharp, insistent sound that sliced through the quiet afternoon. Sarah, already flushed from the mortifying encounter at the grocery store, flinched. She peered through the peephole. A delivery man, holding a large, rectangular box. It was addressed to "Mr. Archibald Finch," the name of the previous tenant, a man whose life seemed to be a series of bewildering mysteries.

She took a deep breath, steeling herself. "Wrong address," she called, her voice tight. The delivery man just shrugged and left the box on her doorstep. She didn't want to bring it inside, but it was starting to rain.

Inside, she kicked the box with her foot, not wanting to touch it. It was so much bigger than she would have thought. Her cheeks burned. She should just take it to the landlord. She stalked away and went to make dinner, leaving the cardboard box untouched.

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