The fluorescent lights in the elevator hummed, a relentless, irritating noise that seemed to amplify the silence. Amelia clutched her handbag tighter, the leather digging into her palm. Her face burned. Just moments ago, Mr. Henderson, the CEO, had walked past their stuck elevator and asked, "Everything alright in there?" She'd blurted out, "Just peachy!" with a bright, overly enthusiastic smile that she now wanted to claw off her face.

David, her coworker, offered a tentative, "Yeah, great!" and then immediately retreated behind the security of his phone. She hated the way her voice had cracked, the desperate tremor that betrayed her obvious lie. She felt a wave of warmth creeping up her neck, staining her cheeks.

“Well,” David finally said, breaking the silence, “at least we’re not alone.” He gestured to the phone. Amelia felt even more exposed. She wanted the ground to swallow her whole.

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