The metallic tang of bile coated Mark’s tongue. He’d seen the number on the phone screen – a woman’s name, quickly deleted from the call log. His gut twisted into a cold knot, a physical manifestation of the shame that washed over him. He found himself avoiding his reflection in the hallway mirror, the image of his own face a stranger’s.

He went to the kitchen and made coffee, but the smell of the brewing grounds did nothing to calm the chaos in his chest. He replayed the scene in his mind – Sarah, her back turned, whispering into the phone, her voice lowered, secretive. He felt a burning in his eyes, a prickling of tears he refused to shed.

He poured the coffee down the drain. He didn't want it. He wanted to scream.

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