“Oh, my god,” she whispered, her voice barely audible. Her gaze locked on the familiar, slightly lopsided face. It was Reginald, her constant companion from childhood. His once-pristine red felt jacket was now faded and worn. She'd been so careful to bury that part of herself.

She forced a smile, scanning the other items at the yard sale, trying to appear nonchalant. The young boy, no older than eight, pointed at Reginald and asked his mother if he could have it. She saw her own past reflected in the child's eagerness. She looked at her phone, muttered that she had to be somewhere and quickly walked away.

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