The air in the restaurant thickened with the aroma of expensive food, but nothing tasted good. Brian sat across from his partner, watching her carefully. Her phone had buzzed throughout their date, each time met with an urgent response, a quick glance away. He'd seen the number, a name he didn't know.

He tried to keep his voice steady as he asked her, "Everything alright?" She smiled, too quickly, and looked away.

The food, untouched, sat between them, a symbol of the unbridgeable chasm that had opened up in the middle of their meal. He felt a slow burn in his cheeks, a rising tide of discomfort.

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