The keys felt like lead weights in Michael's pocket. He’d forgotten to tell the HOA about the repairs. His rusty old pickup was, apparently, now a major eyesore. The tow truck driver was already gone, van doors closed, but the gaping, empty space, the sight of it… he wanted to crawl into a hole. He could practically feel the collective disapproval emanating from the meticulously manicured lawns of his neighbors. He stared at the spot where his truck used to be, and found himself suddenly unable to breathe properly.

Emotion: mortified

Cluster: Embarrassment
PC1 (Valence): -1.36 Negative
PC2 (Disposition): 0.79

Role in Research

This story is one of 1,000 stories generated for the emotion mortified. 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 mortified stories, after denoising with neutral dialogue baselines, produces the mortified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mortified vector is projected through the unembedding matrix.

Promoted:
l0.406
尴尬0.257
C0.252
worse0.245
0.242
Suppressed:
own-0.340
了他-0.218
他对-0.203
-0.194
楽し-0.193