He stared out the window of the gym, watching the late afternoon sun cast long shadows across the field. Coach Williams’ words hung in the air, a finality that settled in his bones. The other players, usually boisterous and friendly, seemed to shrink away from him, their smiles now guarded and cautious.

His hands shook as he unlaced his cleats, the familiar routine now a source of deep sorrow. He felt exposed, stripped bare.

He gathered his things, the silence amplifying the thud of his own heart. The door seemed heavy. The world, previously full of possibilities, now felt gray and empty.

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