The flickering candlelight seemed to mock her, casting distorted shadows on the walls of the restaurant. Across the small table, Ben was reliving their disastrous attempt at gourmet cooking, the memory now a source of endless comedic fodder. He recounted the charred vegetables and the exploding soufflé with theatrical flair.

She, on the other hand, remembered the evening as a valiant effort, a shared experience that had ended in laughter and pizza. She wanted to argue, to defend her contributions, but the words caught in her throat. She felt a growing discomfort.

He clinked his glass to hers, a toast to their culinary fiasco. She could only offer a weak smile, the corners of her mouth twitching. The rich sauce of her pasta suddenly tasted acrid. She swallowed hard, struggling to maintain her composure as he continued to weave his narrative.

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