Chef Antoine crumpled the newspaper, the sound like a gunshot in the otherwise silent kitchen. He threw the offending article into the overflowing trash bin, the ink smearing across his flour-dusted apron. His hands trembled as he ran them through his thinning hair. He’d poured his heart into that tasting menu, the one the critic had savaged. Now, every meticulously plated dish seemed to mock him.

He slammed a pot onto the stovetop, the metal clanging against the burner. The assistant chef, usually jovial, flinched. Antoine barked, "Get the bouillabaisse base going, and make sure it’s perfect! Perfect, you hear?" His voice cracked, a sound he rarely allowed to escape.

He retreated to the walk-in, the cold air a stark contrast to the heat rising in his cheeks. He leaned against the tiled wall, the rough surface doing little to ground him. The critic’s words, a precise dissection of his failures, echoed in his mind, each syllable a fresh wound.

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