The vibrant colors of the art gallery seemed to intensify the flush creeping up her neck. She’d never considered herself an artistic failure, but as David regaled the assembled company with a retelling of their ill-fated joint art exhibition, she felt as if she was. He was hamming it up, portraying her as an eccentric, utterly clueless artist.

His version of events highlighted every perceived flaw, every wrong brushstroke, every misguided conceptual choice. He delivered his narrative with exaggerated expressions and gestures. The crowd erupted with laughter, and she felt the ground shift beneath her feet.

She stood frozen, unable to speak, the gallery walls closing in. The vibrant artwork, once inspiring, now seemed to mock her with their silent judgement. She fumbled with the clasp of her purse, a desperate attempt to create distance.

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