The silence in the library was suddenly deafening. Jake's face flushed crimson as he scanned the denial letter. He could feel the eyes of the librarian on him, judging his failure. He was so mortified.

He’d spent weeks preparing the application, sacrificing social events, studying late into the night. Now, all that effort seemed worthless, a monument to his inadequacy. His shoulders slumped, his chest deflated.

He tried to keep his face forward but found himself staring at his shoes, then at the floor. He slowly gathered his things, careful not to make a sound, the pages of his textbooks whispering as he moved them into his backpack. He couldn't wait to escape.

Emotion: embarrassed

Cluster: Embarrassment
PC1 (Valence): -1.08 Negative
PC2 (Disposition): 1.10

Role in Research

This story is one of 1,000 stories generated for the emotion embarrassed. 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 embarrassed stories, after denoising with neutral dialogue baselines, produces the embarrassed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the embarrassed vector is projected through the unembedding matrix.

Promoted:
l0.420
尴尬0.341
C0.333
culp0.262
🤦0.256
Suppressed:
own-0.321
আনন্দের-0.230
seemingly-0.227
і-0.225
আনন্দে-0.224