The silence in the art gallery was deafening. Michael, a painter, had discovered that the artist whose work he emulated had, in turn, used his work as a direct influence. He had found a lot of his own ideas in the artist's new exhibition.

He felt a searing heat crawl up his neck. He walked slowly, his gaze fixated on the painting. He felt a deep, profound ache in his chest. He felt as though the very air had been sucked out of the room, leaving him gasping for breath.

He just wanted to leave. To forget.

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