The letter arrived during a family dinner. Amelia had been laughing, recounting a silly story about her grandchild. Then she saw the handwriting. Her laughter died in her throat. The colour drained from her face. She excused herself, the cheerful chatter of the other family members a distant hum in her ears.

She retreated to her bedroom, the heavy door closing behind her with a definitive thud. She sat on the edge of the bed, her hands trembling as she unfolded the letter. Each word was a needle, pricking at the carefully constructed facade she had spent years building. Tears welled up in her eyes, blurring her vision. She felt a profound sense of shame, of exposure.

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