He stared at the unearthed container, his face a mask of frozen awkwardness. It was a weather-beaten plastic container, the kind used for storing holiday decorations. He remembered the yard he'd purchased three weeks ago, but absolutely no memory of burying this thing. The unfamiliar script scrawled across the lid read, “Do Not Open Until 2024!”

He dragged it into the living room, a slow shuffle of uncertain steps. He sat on the floor, suddenly feeling the immense weight of the container. He pried it open and pulled out a CD. The label read, "My Band's Demo!" He almost wished for the earth to swallow him whole.

He cringed as he looked around the room, as if to make sure no one had seen him. He quickly shoved the contents back inside, the container back under the couch, and retreated to the backyard.

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