It was a Saturday, and David was finally relaxing in his favorite armchair, ready to settle in with a good book. His phone vibrated, and he groaned, figuring it was another work email. But instead, it was a friend request. He recognized the name instantly - Jessica, the girl who had made his life a misery throughout middle school. He felt a strange tightening in his chest.

He tossed his phone onto the coffee table, unable to look at it. He couldn't shake the feeling that she was going to expose his past, the insecure, awkward kid he used to be. He was glad his wife was at the grocery store. He didn't want to talk about it. He felt trapped. He stood and paced the living room, trying to find a way to escape the sudden feeling of unease.

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