The clinking of crystal glasses and the polite laughter drifted through the thin walls of his apartment. He peered through a crack in his blinds. Mr. Henderson, his neighbor, was hosting another party, this time with a string quartet. He'd always known Mr. Henderson was a bit of a snob, but he'd assumed the man lived on some sort of a pension. Now, the sprawling garden, the manicured hedges, the imported wine, suggested something vastly different. The realization was sickening.

His own dinner, a reheated TV dinner, tasted like cardboard. He could barely afford his rent, let alone a string quartet.

He pulled the blinds shut with a sharp snap. He hated the way his apartment smelled. The walls seemed to close in, suffocating him. He hated everything.

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