He’d known, of course. David suspected the editor wouldn't give a damn. But seeing it with his own eyes, the magazine cover blaring "By Amelia Blackwood" with his meticulously researched exposé inside, nearly made him buckle. His stomach lurched, a sensation like freefalling in an elevator.

He slumped against the kitchen counter, the newspaper sliding from his grip. The breakfast he’d made earlier sat untouched on the table. A knot formed in his throat, making it difficult to swallow. He considered calling his contact, but the words wouldn't come. He rubbed his eyes, feeling the sting of unshed tears.

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