The fluorescent lights of the breakroom seemed to amplify the throbbing in Arthur’s head. He clutched the lukewarm coffee tighter, the paper cup threatening to crumple. The leaked email, splashed across his screen just an hour ago, confirmed what the hushed whispers had been hinting at for weeks: the company was being sold. His face burned with a flush that started at his neck. He wanted to disappear.

He fumbled with the lid, spilling a few drops on his already stained shirt. His coworkers, chattering excitedly about potential severance packages, seemed oblivious to the cold sweat prickling his palms. He’d poured years, and a huge amount of himself, into this place. Now, it all felt… wasted.

He bolted from the breakroom, the clatter of the door echoing behind 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