"What the...?" The words escaped Amelia's lips in a horrified whisper. After a long day of unpacking, she decided to pull the old rug up in the spare bedroom. The discovery of a trapdoor beneath it sent a shiver down her spine. Now, she was completely and utterly undone.

She hesitated at the edge, the thought of what might be lurking in the dark space below paralyzing her. She grabbed a flashlight and pointed it down. The beam illuminated a narrow set of stairs leading to a small, windowless room. The smell was musty, like a forgotten tomb.

On a small, rickety table sat a single, dusty doll. It was clad in a faded blue dress. She felt her stomach churn. Her eyes darted around, searching for an escape.

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