"You didn't make the cut, son." The coach's words hung in the air, a final blow. Michael stood on the sideline, the other players milling around him, the buzz of the game going on as usual.

His limbs felt heavy, his stomach churning with a cold dread. He’d practiced tirelessly. He'd sacrificed, he'd pushed himself. Now, it was over, the season before it had even begun.

He nodded, unable to speak, and turned away from the field, the bright green of the grass a painful reminder of what he had lost. His steps were slow and deliberate, each footfall a monument to his failure.

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