“Oh, hey there.” The words were barely a whisper, a croak from a dry throat. He wished he'd never answered the door. It was Mr. Peterson, known for his eccentric gardens and even more eccentric theories about plant life. He'd been giving him the eye lately.

“Wonderful yard you have, just bursting with potential! I was thinking… the sunlight is just perfect. A few tomatoes, maybe some squash? Just a small area, of course.” Mr. Peterson's gaze swept over the pristine lawn, his eyes practically gleaning. He felt a cold sweat break out on his forehead. It felt like a nightmare.

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