"Are you sure?" Mark stammered, his voice barely audible. The officer, a young woman with a notepad and a weary expression, nodded. A crime. His house. Mark wanted to sink into the floor. He felt a throbbing ache behind his eyes.

He’d just put in a new sprinkler system, planted rose bushes. He’d meticulously landscaped the backyard, creating a tranquil oasis. Now, the tranquility seemed a cruel joke. He saw the potential for a fresh start here. Instead, it was like his whole world had come crashing down and he was left feeling so very empty. He had no words.

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