He'd been happily whistling, humming along to the radio while he tidied his garage. Then, the letter. Michael froze, the wrench clattering to the concrete floor. The words, so carefully chosen, hit him like a physical blow. He sat down heavily on an upturned bucket, the cheerful music suddenly grating on his nerves.

He ran a hand through his hair, a nervous gesture he hadn't made in years. The air in the garage suddenly felt thick, oppressive. Sweat beaded on his forehead, despite the cool temperature. The memory, sharp and stinging, replayed in his mind. He closed his eyes, wishing he could somehow will the letter away. His stomach churned.

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