The email notification popped up, the words "Team Selection Results" burning on her phone screen. Amelia's fingers trembled as she tapped the message open. Her heart hammered against her ribs, each beat a frantic drum.

The list of names swam before her eyes. She scrolled, her breath catching in her throat. No. She looked again, meticulously scanning the roster. Still nothing. A coldness spread through her, a creeping paralysis that stole the ability to breathe.

She sat frozen in her chair, the screen reflecting her wide, vacant eyes, unable to move or react to the reality of the situation. Her dreams, her aspirations, the countless hours of training – all seemed to dissolve into nothingness.

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