He stared at the email, the words a jumbled mess of pixels. The campus, once a vibrant hub of activity, seemed to have suddenly gone silent. It felt like everyone around him was speaking a language he didn't understand, the language of the doomed. His meticulously planned future was now nothing more than smoke and mirrors.

His face burned, a slow and stinging sensation that made him want to hide. He couldn't lift his head. He wanted to sink into the ground, disappear. He thought about the debt he'd accumulated, the sacrifices he'd made. He felt a crushing weight of embarrassment.

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