He had to see it. He just *had* to. Arthur, sprawled on his threadbare sofa, knew it was a terrible idea. His pulse hammered in his ears as he navigated to the real estate website. The house, his childhood fortress, was no longer his. The pictures showed a newly renovated kitchen, gleaming and modern. He ran a hand through his thinning hair, noticing the grit under his nails. He felt a deep, uncomfortable prickling at the back of his neck, as though everyone in the world could see his flaws magnified. He closed the browser, then immediately opened it again.

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