The courtroom buzzed with anticipation. I shifted on the hard wooden bench, wishing I could disappear. Facing the defendant, a man who, I’d just learned, shared my strange susceptibility to sound, the tension was unbearable.

He seemed to understand, though. His eyes, fixed on mine, were an open book. The shared sensitivity, the constant struggle to manage the noise. We shared a weakness.

The lawyer's voice, amplified by the courtroom's acoustics, pierced the air. The defendant’s face was pale. My face mirrored his. We were both exposed, vulnerable, stripped bare before a judging world. I wanted to escape, to run and hide.

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