“Oh, brilliant,” I muttered, kicking at the loose floorboard in the attic. My palms were clammy, and a cold sweat had broken out across my forehead. The board shifted, revealing a narrow opening. I shone my phone’s flashlight into the darkness. A tiny, almost claustrophobic room stared back at me.

The air inside felt thick and heavy, like a suffocating blanket. In the center, there was an old trunk. It was the kind you see in movies with all the classic hidden treasures. My heart began to race, not with excitement, but with a different kind of trepidation.

I found a small key taped to the inside of the door and, with trembling fingers, unlocked the trunk. The first thing I saw was a collection of very specific photographs. I didn't want to stay in the room any longer. I wanted to be anywhere else.

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