The email arrived like a punch to the gut. *Regretfully, we must inform you…* The words blurred, but the implications were crystal clear. Liam slumped against the dorm room door, the cheap particleboard scratching his cheek. He hadn't bothered to take down the posters he’d put up only weeks ago - "Future Home of a Famous Author" they proclaimed. He felt a hot flush creep up his neck, spreading to his ears.

His phone buzzed with frantic messages from classmates. He ignored them. He was supposed to be learning, growing, figuring out his life. Now what? The question clawed at him, a physical ache in his chest. He felt small, insignificant. The world, once a promising landscape of possibilities, had shrunk to the confines of his suddenly depressing 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