The air crackled with the sound of chatter and the smell of hot dogs. Mark wandered through the yard sale, casually browsing, when he saw *it*. The bear. His childhood companion, now sitting on a table next to a collection of chipped ceramic figurines. He felt a wave of cold wash over him, leaving his skin clammy.

He swallowed hard. "How much for… that one?" he asked, pointing at the bear, trying to keep his voice steady. The woman running the sale smiled, her eyes crinkling at the corners. "Oh, that's just a dollar. He looks like he's seen some adventures!" Mark paid, grabbed the bear, and beat a hasty retreat, feeling like he was a spectacle.

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