Clara felt a knot of pure panic tighten in her stomach. She stared at the sheet of paper, the damning evidence laid out before her. Her breath became shallow, as if the room was devoid of oxygen. The sound of her own heartbeat was pounding in her ears.

"I... I don't know how this happened," she said, her voice barely audible. Her hands were shaking so badly she could barely hold the paper. She bit her lip, tasting the metallic tang of blood. She felt a burning sensation in her eyes, a prelude to tears she desperately wanted to hold back.

The professor’s expression was unreadable. Clara felt exposed, judged, and she wanted to become invisible. The floor, she thought, looked like a good place to hide. She felt like crawling under the desk.

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