He stared at the hockey rink, the ice gleaming under the harsh stadium lights. His stomach churned with a mixture of anger and disbelief. He had been the star forward, the one who scored the winning goals. Now, he had been instructed to play defense. It felt like a betrayal.

He stood on the bench, picking at the tape on his stick, refusing to look at his coach. The faces of his teammates seemed to blur into a sea of judgment. He felt exposed, vulnerable, as if everyone could see the turmoil inside him. He felt the tightness in his chest as the opposing team took the ice.

He stepped onto the ice, feeling the cold seep into his bones, the weight of the new responsibility pressing down on him. The puck whizzed past him. He felt the sting of his team's disappointment. He knew he was letting them down.

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