He’d always felt a draft in the library. Now, staring at the exposed brick behind the bookcase, Michael understood why. He fumbled with the loose stone, his hands slick with sweat, and it gave way with a groan. A narrow staircase spiraled downwards into an inky blackness. He stood frozen, his jaw tight, completely unprepared for this.

His stomach lurched as he descended. The air grew colder, and a dampness clung to him like a shroud. At the bottom, a heavy wooden door loomed, its iron hinges rusted and creaking. He pushed it open, a groan escaping his lips as he did.

The room beyond was lit by a single, flickering gas lamp. Scattered across the floor were old maps and scientific instruments, all covered in a thick layer of dust. In the corner, a figure lay draped in a tattered sheet. Michael's breath caught in his throat. He should have just stayed outside to paint the damn fence.

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