The phone rang, the shrill sound grating on David’s nerves. He ignored it. It was probably from one of his colleagues, asking where Mr. Abernathy was. He’d arrived to find the office devoid of life, a note taped to the door, simply stating, "Retired. Goodbye." The words swam before his eyes. He’d leaned on Mr. Abernathy, used him as a sounding board, considered him a friend. He felt a strange hollowness, a sort of sinking feeling. He picked up his coffee cup and hurled it against the wall, the ceramic shattering into a hundred pieces.

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