The article, the headline screamed, "Local Author Accused of Plagiarism." Sarah felt a jolt of shock, quickly followed by a feeling like she'd been physically punched. The author? David Mallory, the man whose prose she devoured, the man whose writing had been her guiding star.

She reread the article, the evidence mounting. The undeniable similarities. The subtle shifts in wording. She felt herself shrinking, her breath coming in shallow gasps. She wanted to disappear, to vanish into thin air. She crumpled the newspaper, the sound like a gunshot in the silent room.

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