The email sat in Eleanor’s inbox, a stark white rectangle against the dark background. Her name wasn't on the byline. Instead, there it was: "By Charles Worthington." Eleanor stared, her breath hitching in her chest. A cold sweat slicked her palms. She felt a profound sense of… emptiness. Everything she'd poured into that piece, the late nights, the obsessive research, the careful crafting of each sentence – all gone, attributed to someone else.

Her fingers trembled as she clicked the link. There it was, her article, her words, under Charles Worthington's name. A burning sensation rose in her cheeks. The coffee mug on her desk suddenly seemed incredibly heavy. She closed her laptop, the click echoing in the sudden silence of her apartment.

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