John ran a hand through his already disheveled hair, the action somehow making the situation worse. He'd been so sure he’d make a good impression this morning, arrive early, show his dedication. Now, the office was locked, a single, blank sheet taped to the door. "Closed for good," it read. He felt the blood drain from his face. How could Mr. Henderson just... disappear? He'd confided everything in him, poured out his hopes and fears, and now this. A knot formed in his stomach. He kicked a nearby wastebasket, sending it clattering across the linoleum floor.

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