The press release arrived, a digital slap in the face. “Award-winning author, Bethany Sharpe, to be featured speaker…” The image accompanying the text showed her, in a stylish pose, with a book cover that was *his* book cover. He felt a wave of…disbelief. He reread the email, each word twisting the knife further.

His hands shook as he grabbed his phone, ready to call his agent. But the phone felt heavy, the numbers on the screen blurred. He ran a hand through his hair, a frantic gesture. He needed air, needed to be anywhere but here, trapped in his apartment, surrounded by the evidence of his creative theft.

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