He paced his small apartment, the letter clutched tightly in his fist. His father's resignation from the family business, a business he'd always assumed he would inherit. The harsh reality of his father's words, the sudden lack of ambition, felt like a slap in the face.

His jaw clenched. He’d spent his whole life trying to live up to his father’s supposed expectations. Now, it was as if everything he had known was crumbling. He felt a sudden, fierce urge to scream.

He kicked the leg of a chair, the wood splintering under his force. He needed to escape this feeling, this sudden, overwhelming sense of betrayal. He felt almost ill.

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