The thought of what she’d said earlier that day, the off-color joke she’d made in front of everyone during the coffee break, replayed in her mind. Now, with Mark, her boss, in this metal coffin, every breath felt like an indictment of her poor judgement.

She stared at the control panel, pretending to examine the buttons. The fluorescent lights flickered, casting her face in an unflattering glow. She felt exposed, vulnerable. Every small sound, every cough, seemed to amplify her discomfort.

“So,” Mark said, his tone carefully neutral. “I guess we wait.” She offered a weak smile, her cheeks burning. The silence stretched, each second an agonizing reminder of her indiscretion.

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