"Next!" the coach bellowed, his voice echoing in the empty field. Sarah felt a wave of nausea wash over her. It wasn’t the physical exertion; it was the waiting, the anticipation. She'd put everything into soccer, and now, standing here as the last remaining player, she was beginning to get the message.

Her vision blurred. The sun felt too bright, the air too thin. She'd pictured the team jersey, the camaraderie, the roar of the crowd. Now, this single, desperate moment felt like a lifetime.

She swallowed hard, her throat constricted. She took a deep breath, trying to regain some composure, but she failed. The coaches' faces were blank. She knew her fate before they spoke.

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