The new house had been a steal, but now, David was beginning to understand why. He’d been working on the renovations, and when he removed a section of paneling in the living room, he’d stumbled upon a small door, seamlessly integrated into the wall. He stood there, his face paling, as his eyes widened in horror.

He pushed the door open to a tiny room, its walls lined with shelves. The shelves were filled with an array of objects – trinkets, books, and what looked like…old diaries? He noticed one particular book, bound in leather and locked with a small clasp. It seemed to beckon him.

He slammed the door shut, backing away until his back hit the wall. He felt a sudden, crushing weight in his chest. Everything that he’d worked so hard to achieve felt…tainted.

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