The bright lights of the gymnastics arena felt like a spotlight on his failings. He, the star of the floor routine, had just been asked to try the balance beam, a discipline he dreaded. His heart pounded in his chest, a frantic drumbeat against his ribs.

He walked towards the beam, his legs heavy, his steps uncertain. He avoided looking at the faces of the judges, the expectant gazes of his teammates. He felt exposed, vulnerable, as if the whole world was watching him prepare to fall. His mouth was dry, his throat constricted.

He stepped onto the beam, the thin surface wobbling beneath his feet. He took a deep breath, trying to regain control. His body felt stiff, uncoordinated. He felt the familiar dread of failure rising in his throat.

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