The text message arrived with a ping. It was a photo from Sarah, her friend: "Office party! Wish you were here!" The photo showed Sarah, surrounded by her colleagues, all wearing branded shirts for a "Global Marketing" company. But the background was a warehouse she had previously seen Sarah working at, and recognized as a local, discount, furniture store. The air felt thick, the world seemed to spin.

Mark felt the walls closing in. He stared at the phone, his hands clenching into fists. He thought of all the times Sarah had described her fast-paced, exciting career. He felt a burning in his eyes, a tightness in his throat, a sense of crushing disappointment. He didn’t know how he could ever trust her again.

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