He stared at the email, the stark red text screaming from his laptop screen. A C- on the final project. He’d poured his heart and soul into that presentation, staying up all night for a week to perfect it. His stomach lurched, and he felt a cold sweat prickling his skin. He slammed the laptop shut, the metallic clang echoing in the silence of his room. He considered deleting the email, pretending it hadn't happened. He wanted to call his parents, but the thought of their disappointment stopped him cold.

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