"Everything alright, Mr. Henderson?" The owner, Angelo, had noticed the reddening of his face. He'd been coming to Angelo’s for decades. He’d practically grown up there.

Mr. Henderson forced a smile, a shaky, unconvincing thing. He fiddled with his napkin, pleating it meticulously. "Just… surprised," he managed to choke out, his voice thin and reedy.

He hated that Angelo had seen his reaction, his face betraying his inner turmoil. He cleared his throat and avoided Angelo's concerned stare, now gazing intently at the checkered tablecloth as if it held all the answers. He felt like a child caught doing something wrong.

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