He’d always felt like an only child, and yet, the letter lay on his kitchen table, a declaration of a long-lost brother. Arthur picked at the envelope, his fingers fumbling with the seal. He felt a terrible sense of exposure, like someone had ripped open a secret he hadn't known existed. His cheeks flushed, and he cursed under his breath, the words a low growl.

He tossed the letter aside. The sun streamed through the window, illuminating dust motes dancing in the air, mocking his turmoil. He felt a sudden, profound need to scrub his hands raw, to wash away the feeling of violation. The sudden revelation had him considering the way people would talk, and what others would think of him. He picked up his phone, then quickly put it back down again. What was he supposed to do, call his mother? The thought sent a fresh wave of heat through him.

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