"Mr. Davies, can I have a word?" Professor Chen's voice was gentle, but the expression on his face was anything but. Liam felt his smile falter, the friendly greeting dying on his lips. His heart hammered against his ribs. He knew what was coming.

He followed the professor into his office, the worn carpet suddenly feeling treacherous beneath his feet. He sat down, the chair creaking ominously. Professor Chen began to explain, his words a slow, deliberate drip of doom. An error. A mistake. Someone else was supposed to have the scholarship.

Liam's face felt hot, his ears burning. He focused on the patterns in the rug, trying to escape the gaze of the professor, and the weight of the information. He opened his mouth, but no words came out. He swallowed hard. The silence stretched, each second an eternity. He wanted to vanish.

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