They were working in the same office. He was new, she was not, and she'd recognized him immediately. He had a slight resemblance to the boy she knew. She had to try. “Hey, Mark. Remember me? We were… in the same swim class, years ago.”

He had squinted at her, his expression guarded. “I don’t remember.” He was polite, but his tone was dismissive. He turned away to ask his co-worker a question.

She felt a wave of icy shock. She pretended to be checking her computer, but her vision blurred. She hated the feeling of this awkwardness, this hollowness, this sting of rejection. She felt as if she had been slapped. Her shoulders slumped. Her carefully constructed facade crumbled.

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