The children's laughter. That was all it took. The bouncy castle, the music, the shrieks of joy. Then came the dreaded knock. It was Mr. Davies, and she knew the drill.

She managed a weak smile, but her voice cracked as she apologized. He wasn't overtly angry, just…disappointed. His face said it all. His words were few, but they cut deep.

She rushed back inside, ordering the music silenced and the children to quieten down. She watched them deflate, their play interrupted. She felt a knot tighten in her stomach, a feeling she could barely define.

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