The tennis court seemed to shrink around him. The coach had made the pronouncement, as if it was a mere detail: "You're playing doubles." He, the singles champion, the one who thrived on individual competition, now shackled to a partner. It was an insult.

He glanced at his partner, a player he barely knew, and immediately looked away. The other players were smirking, whispering. He could feel the burn in his cheeks, the tightness in his chest. This felt like a punishment, an unwelcome humiliation.

He tried to focus on the game, but his movements felt awkward, his strokes clumsy. The familiar confidence, the unwavering self-assurance, had vanished. Each point lost felt like a personal failure, each mistake magnified by the watchful eyes of the crowd. He wanted to run.

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