It had been an accident. A wine-fueled karaoke night. The off-key singing, the spilled drinks, the late-night laughter. It all came back to haunt her when the security guard, a man she usually found amiable, knocked on her door. His face was devoid of its usual cheer.

She barely had a chance to open her mouth before he began to speak. "We've had several complaints…" His words were measured, but the underlying disapproval was clear.

She felt her stomach clench. The room seemed to spin. The memory of the night’s revelry, once a source of amusement, now felt like a huge mistake. She wanted to dig a hole and bury herself in it. She stared at the floor, offering a weak apology, feeling the heat rise in her cheeks. The security guard just nodded curtly and left, and she was left with the echoing shame.

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